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  • The Python certification course is suitable for almost every individual who wanted to start a career in Python even if they dont have any technical background. Programmers, Developers or System admins, Architects, testing engineers, or Mainframe experts, BI developers, or analytics professionals, IT project managers, experienced professionals, any graduate or post-graduate eager to master the Python language can join this Python Classes in Noida. At last, if someone is too lazy wanted to automate all of their daily stuff then you must give a try to Python.
  • The Python Training in Noida starts from the plain nuts and bolts of every concept so the Trainer would begin from Scratch. In this way, you don't confront any trouble as it's not important to be from an IT foundation to end up being a pro in a specific innovation, all you require is an astuteness to take in and learn from our instructors
  • With the Python Course in Noida with placement, get trained in the fundamentals of Python, learn about the basic terms and functionalities of words or phrases like values, types, variables, operands, expressions, etc. Also, get trained in basic coding and gain enough practical exposure in Python space.

Python Training in Noida

About-Us-Course

  • The best thing is that it is not necessary to be a software engineer to learn Python. Anyone can learn Python with the right zeal to progress in the programming domain. All you need is a graduation degree to start a career in Python and join Python Classes in Noida to learn necessary Python skills.
  • Let us see some of the major course objectives why anyone should take this course:
    • The major objective of the Python Course in Delhi NCR with certification is to help you to master fundamental skills and learn how to build sustainable codes.

      Learn OOPs concepts and how to automate the daily stuff at work.

      Get the practical knowledge of various Python tools and third-party libraries like CPython, Python IDE, and more.

      Learn to develop real-time apps based on Python and get the knowledge of command-line arguments too.

      Learn to convey your Python web apps most effectively, plan and associate with APIs, social verification, and enhance your skills for the applications execution.

      Learn containerizing web apps, social verification, and how to improve the back-end code with frontend Python libraries.

      Learn installing Python package, Pandas, Scikit-Learn, SciPy, Matplotlib, NumPy, Lambda Function, Web scraping libraries, etc.

      With the best Python Training in Noida, not only master the theory concepts but get well versed with the practical working of the Python tools and IDE.

      All in all, learn- backend and frontend coding, the functioning of tools, software, frameworks, etc and all with practical experience.

      The noteworthy part is that we prepare our curriculum as per the standards of the world recognized certification in Python such as Microsoft, Azure, etc.

  • On the completion of Python Training in Noida, our Python team will give you the best interview tips and helps you in building your resume. Our instructors are industry experts who know what organizations are looking for when hiring an expert in the Python space and help you to acquire the best salary packages in the Python space.
  • The average salary taken by a fresher in Python field is calculated as $74K per annum and it may go higher up to $140K as per your experience, skill set, certification level, nature of the company, job profile, etc. So, it is strongly recommended that you must complete a Python Certification Course first to gain the all the required skills and get hired by top industries worldwide in no time.
  • Our Python Training Courses are designed in such a way that they will help you to convert learning opportunities into job offers by showcasing your technology skills at the time of the interview. We will give you a complete list of questions that can be asked during an interview and placement assistance too like personality development, resume building, etc.

  • Let us see some of the amazing career benefits you can enjoy on the completion of Python Classes in Noida.
    • Improve Skills: You will improve the overall knowledge base and become a proficient programmer in the Python space. Every moment you spend in learning Python is really meaningful.

      More job Options: When you are certified, it makes you an above-average candidate among the crowd. Your certification proves that you have hands-on expertise in Python programming and you can perform well in your domain.

      Attractive Salaries: A certified Python programmer usually gets a better salary package as compared to other candidates. However, it depends on the Company to Company how they recognize your skills and award you.

      As the Best Python Training Institute in Noida, we help you to grow like a superstar in the IT industry and get recognition to get selected among the crowd as a certified professional.

  • Python is general-purpose programming language and it is generally used to manage data science workloads or we can say it is preferred by data scientists to manage their daily work efficiently. It can be learned by anyone and it witnesses high performance when compared to other traditional programming languages.
  • There are lots of features to consider in Python and it can be used for web development too. It helps to control the main structure and behavior of the website in the best possible way. When you will go through Python Classes in Noida, you can master all the best practices in Python and learn how to deliver the best business solutions to industries.
  • Moving ahead, the Python Training in Noida with Placement will help you to master other skills too that include analytical skills, communications, time management capabilities, organization skills, attitude, passion, etc.
    • Analytical Skills: A good Python programmer should have sharp analytical skills to perform online analytical processing on time.

      Communication Skills: A good Python programmer should have excellent verbal or written skills for preparing more robust technical reports.

      Time Management Skills: Each software product has a delivery date and Python programmer should strictly follow the timelines for the effective release of code on time.

      Organization Skills: A Python programmer should be able to manage workloads effectively with maximum productivity, time management, and organization skills.

      Positive Attitude: Every Python programmer should have a positive attitude. An attitude to detailed orientation, willingness to learn new things, grasping new technologies with overwhelming speed, suggest necessary product improvements too. A Python programmer should have a certain degree of independence where you take the ownership of the task allotted and completing the same on time with direct supervision.

      Passion: To succeed in any professional job, you should have the right passion for it. A Python programmer should know how to use this tool effectively and he should have the passion to learn things that hold his interest.

  • With the best Python Training Institute in Noida, you will learn using various Python tools and master all the technical and non-technical skills to gain the required skills in the IT space. So, join the best Python Course Training today and become an expert python programmer that Company is actually looking for in 2021.

  • Moving ahead, let us see some common job roles and responsibilities in Python you must obey on the completion of Python Course in Noida.
    • You must know how to build sustainable codes using OOPs concepts and how to automate the daily stuff at work.

      You should have the knowledge of various Python tools and third-party libraries like CPython, Python IDE, and more to develop real-time apps based on Python and the knowledge of command-line arguments too.

      You should know how to design or develop Python web apps most effectively, plan and associate with APIs, social verification, and enhance your skills for the applications execution.

      You should have a sound idea of the containerizing web apps, social verification, and how to improve the back-end code with frontend Python libraries.

      You should know how to install Python package, Pandas, Scikit-Learn, SciPy, Matplotlib, NumPy, Lambda Function, Web scraping libraries, etc.

      You should know about the backend and frontend coding, the functioning of tools, software, frameworks, etc and all with practical experience.

  • Being the eminent Best Python Institute in Noida, we help you to manage all these roles and responsibilities with the utmost skills and confidence.

  • Microsoft, Google, Oracle, Cloud Big Data Technology, American Express, Cisco systems, Bank of America, etc.
  • There is a plethora of job profiles that require Python skills. To land a job in the Python space, you should join a carefully crafted Python Course in Noida where you can clear your certification and apply for job interviews as well.
  • Moving ahead on the completion of Python Course in Noida with placement, you must be wondering how to design an impressive that is difficult to reject by anyone. Let us see how to add or highlight your skills in Python resume.
  • Basic computer skills and knowledge of OOPs concepts are essential for Python programmer resume, so dont forget to share them throughout your record. Start your resume with a professional title and rundown appropriate achievements. It would be great if you can highlight real-world project experience or other achievements.

  • In the end of the Advanced Python Programming Course, you will get a training certificate as a valid proof of your skills that you can use worldwide to showcase your skills and expertise in the Python space. A lot of people have already joined Croma Campus and earned this training certificate. And it is your turn now!

Why should you learn Python?

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Python Certification Training Programs

Python Certification TrainingPrograms

Artificial Intelligence
Programming with Python Training
30k LearnersWeekend/WeekdayLive Class
  • 2 Live Project
  • Self-Paced/ Classroom
  • Certification Pass Guaranteed

  • Python is a very powerful high-level, object-oriented programming language. Python is an interpreted language. Python interpreters are available for many operating systems, allowing Python code to run on a wide variety of systems.
  • Python has been a favourite option for Data Scientists who use it for building and using Machine Learning Applications and other Scientific Computations.
  • Python cuts development time in half with its simple to read syntax and easy compilation feature. Debugging programs is a breeze in Python with its built in debugger.
  • In this program you will learn:
    • Python Training Curriculum

      Data Analysis and Visualization using NumPy, Pandas, and MatPlotLib,Seaborn

Get full course syllabus in your inbox

  • In this program you will learn:
    • Introduction To Python

      • Installation and Working with Python
        • Understanding Python variables
          • Python basic Operators
            • Understanding the Python blocks.
          • In this program you will learn:
            • Python Keyword and Identifiers

              • Python Keyword and Identifiers
                • Python Comments, Multiline Comments.
                  • Python Indentation
                    • Understating the concepts of Operators
                      • Arithmetic
                      • Relational
                      • Logical
                      • Assignment
                      • Membership
                      • Identity
                • In this program you will learn:
                  • Introduction To Variables:

                    • Variables, expression condition and function
                      • Global and Local Variables in Python
                        • Packing and Unpacking Arguments
                          • Type Casting in Python
                            • Byte objects vs. string in Python
                              • Variable Scope
                            • In this program you will learn:
                              • Python Data Type:

                                • Declaring and using Numeric data types
                                  • Using string data type and string operations
                                    • Understanding Non-numeric data types
                                      • Understanding the concept of Casting and Boolean.
                                        • Strings
                                          • List
                                            • Tuples
                                              • Dictionary
                                                • Sets
                                              • In this program you will learn:
                                                • Control Structure & Flow

                                                  • Statements – if, else, elif
                                                    • How to use nested IF and Else in Python
                                                      • Loops
                                                        • Loops and Control Statements.
                                                          • Jumping Statements – Break, Continue, pass
                                                            • Looping techniques in Python
                                                              • How to use Range function in Loop
                                                                • Programs for printing Patterns in Python
                                                                  • How to use if and else with Loop
                                                                    • Use of Switch Function in Loop
                                                                      • Elegant way of Python Iteration
                                                                        • Generator in Python
                                                                          • How to use nested Loop in Python
                                                                            • Use If and Else in for and While Loop
                                                                              • Examples of Looping with Break and Continue Statement
                                                                                • How to use IN or NOT IN keyword in Python Loop.
                                                                              • In this program you will learn:
                                                                                • Python Function, Modules and Packages

                                                                                  • Python Syntax
                                                                                    • Function Call
                                                                                      • Return Statement
                                                                                        • Arguments in a function – Required, Default, Positional, Variable-length
                                                                                          • Write an Empty Function in Python –pass statement.
                                                                                            • Lamda/ Anonymous Function
                                                                                              • *args and **kwargs
                                                                                                • Help function in Python
                                                                                                  • Scope and Life Time of Variable in Python Function
                                                                                                    • Nested Loop in Python Function
                                                                                                      • Recursive Function and Its Advantage and Disadvantage
                                                                                                        • Organizing python codes using functions
                                                                                                          • Organizing python projects into modules
                                                                                                            • Importing own module as well as external modules
                                                                                                              • Understanding Packages
                                                                                                                • Random functions in python
                                                                                                                  • Programming using functions, modules & external packages
                                                                                                                    • Map, Filter and Reduce function with Lambda Function
                                                                                                                      • More example of Python Function
                                                                                                                    • In this program you will learn:
                                                                                                                      • Python Date Time and Calendar:

                                                                                                                        • Day, Month, Year, Today, Weekday
                                                                                                                          • IsoWeek day
                                                                                                                            • Date Time
                                                                                                                              • Time, Hour, Minute, Sec, Microsec
                                                                                                                                • Time Delta and UTC
                                                                                                                                  • StrfTime, Now
                                                                                                                                    • Time stamp and Date Format
                                                                                                                                      • Month Calendar
                                                                                                                                        • Itermonthdates
                                                                                                                                          • Lots of Example on Python Calendar
                                                                                                                                            • Lots of Example on Python Calendar
                                                                                                                                              • Create 12-month Calendar
                                                                                                                                                • Strftime
                                                                                                                                                  • Strptime
                                                                                                                                                    • Format Code list of Data, Time and Cal
                                                                                                                                                      • Locale’s appropriate date and time
                                                                                                                                                    • In this program you will learn:
                                                                                                                                                      • List

                                                                                                                                                        • What is List.
                                                                                                                                                          • List Creation
                                                                                                                                                            • List Length
                                                                                                                                                              • List Append
                                                                                                                                                                • List Insert
                                                                                                                                                                  • List Remove
                                                                                                                                                                    • List Append & Extend using “+” and Keyword
                                                                                                                                                                      • List Delete
                                                                                                                                                                        • List related Keyword in Python
                                                                                                                                                                          • List Revers
                                                                                                                                                                            • List Sorting
                                                                                                                                                                              • List having Multiple Reference
                                                                                                                                                                                • String Split to create a List
                                                                                                                                                                                  • List Indexing
                                                                                                                                                                                    • List Slicing
                                                                                                                                                                                      • List count and Looping
                                                                                                                                                                                        • List Comprehension and Nested Comprehension
                                                                                                                                                                                      • In this program you will learn:
                                                                                                                                                                                        • Tuple

                                                                                                                                                                                          • What is Tuple
                                                                                                                                                                                            • Tuple Creation
                                                                                                                                                                                              • Accessing Elements in Tuple
                                                                                                                                                                                                • Changing a Tuple
                                                                                                                                                                                                  • Tuple Deletion
                                                                                                                                                                                                    • Tuple Count
                                                                                                                                                                                                      • Tuple Index
                                                                                                                                                                                                        • Tuple Membership
                                                                                                                                                                                                          • TupleBuilt in Function (Length, Sort)
                                                                                                                                                                                                        • In this program you will learn:
                                                                                                                                                                                                          • Dictionary

                                                                                                                                                                                                            • Dict Creation
                                                                                                                                                                                                              • Dict Access (Accessing Dict Values)
                                                                                                                                                                                                                • Dict Get Method
                                                                                                                                                                                                                  • Dict Add or Modify Elements
                                                                                                                                                                                                                    • Dict Copy
                                                                                                                                                                                                                      • Dict From Keys.
                                                                                                                                                                                                                        • Dict Items
                                                                                                                                                                                                                          • Dict Keys (Updating, Removing and Iterating)
                                                                                                                                                                                                                            • Dict Values
                                                                                                                                                                                                                              • Dict Comprehension
                                                                                                                                                                                                                                • Default Dictionaries
                                                                                                                                                                                                                                  • Ordered Dictionaries
                                                                                                                                                                                                                                    • Looping Dictionaries
                                                                                                                                                                                                                                      • Dict useful methods (Pop, Pop Item, Str , Update etc.)
                                                                                                                                                                                                                                    • In this program you will learn:
                                                                                                                                                                                                                                      • Sets

                                                                                                                                                                                                                                        • What is Set
                                                                                                                                                                                                                                          • Set Creation
                                                                                                                                                                                                                                            • Add element to a Set
                                                                                                                                                                                                                                              • Remove elements from a Set
                                                                                                                                                                                                                                                • PythonSet Operations
                                                                                                                                                                                                                                                  • Frozen Sets
                                                                                                                                                                                                                                                • In this program you will learn:
                                                                                                                                                                                                                                                  • Strings

                                                                                                                                                                                                                                                    • What is Set
                                                                                                                                                                                                                                                      • Set Creation
                                                                                                                                                                                                                                                        • Add element to a Set
                                                                                                                                                                                                                                                          • Remove elements from a Set
                                                                                                                                                                                                                                                            • PythonSet Operations
                                                                                                                                                                                                                                                          • In this program you will learn:
                                                                                                                                                                                                                                                            • Python Exception Handling

                                                                                                                                                                                                                                                              • Python Errors and Built-in-Exceptions
                                                                                                                                                                                                                                                                • Exception handing Try, Except and Finally
                                                                                                                                                                                                                                                                  • Catching Exceptions in Python
                                                                                                                                                                                                                                                                    • Catching Specific Exception in Python
                                                                                                                                                                                                                                                                      • Raising Exception
                                                                                                                                                                                                                                                                        • Try and Finally
                                                                                                                                                                                                                                                                      • In this program you will learn:
                                                                                                                                                                                                                                                                        • Python File Handling

                                                                                                                                                                                                                                                                          • Opening a File
                                                                                                                                                                                                                                                                            • Python File Modes
                                                                                                                                                                                                                                                                              • Closing File
                                                                                                                                                                                                                                                                                • Writing to a File
                                                                                                                                                                                                                                                                                  • Reading from a File
                                                                                                                                                                                                                                                                                    • Renaming and Deleting Files in Python
                                                                                                                                                                                                                                                                                      • Python Directory and File Management
                                                                                                                                                                                                                                                                                        • List Directories and Files
                                                                                                                                                                                                                                                                                          • Making New Directory
                                                                                                                                                                                                                                                                                            • Changing Directory
                                                                                                                                                                                                                                                                                          • In this program you will learn:
                                                                                                                                                                                                                                                                                            • Python Database Interaction

                                                                                                                                                                                                                                                                                              • SQL Database connection using
                                                                                                                                                                                                                                                                                                • Creating and searching tables
                                                                                                                                                                                                                                                                                                  • Reading and Storing config information on database
                                                                                                                                                                                                                                                                                                    • Programming using database connections
                                                                                                                                                                                                                                                                                                  • In this program you will learn:
                                                                                                                                                                                                                                                                                                    • Contacting user Through Emails Using Python

                                                                                                                                                                                                                                                                                                      • Installing SMTP Python Module
                                                                                                                                                                                                                                                                                                        • Sending Email
                                                                                                                                                                                                                                                                                                          • Reading from file and sending emails to all users
                                                                                                                                                                                                                                                                                                        • In this program you will learn:
                                                                                                                                                                                                                                                                                                          • Reading an excel

                                                                                                                                                                                                                                                                                                            • Working With Excel
                                                                                                                                                                                                                                                                                                              • Reading an excel file using Python
                                                                                                                                                                                                                                                                                                                • Writing to an excel sheet using Python
                                                                                                                                                                                                                                                                                                                  • Python| Reading an excel file
                                                                                                                                                                                                                                                                                                                    • Python | Writing an excel file
                                                                                                                                                                                                                                                                                                                      • Adjusting Rows and Column using Python
                                                                                                                                                                                                                                                                                                                        • ArithmeticOperation in Excel file.
                                                                                                                                                                                                                                                                                                                          • Play with Workbook, Sheets and Cells in Excel using Python
                                                                                                                                                                                                                                                                                                                            • Creating and Removing Sheets
                                                                                                                                                                                                                                                                                                                              • Formatting the Excel File Data
                                                                                                                                                                                                                                                                                                                                • More example of Python Function
                                                                                                                                                                                                                                                                                                                              • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                • Complete Understanding of OS Module of Python

                                                                                                                                                                                                                                                                                                                                  • Check Dirs. (exist or not)
                                                                                                                                                                                                                                                                                                                                    • How to split path and extension
                                                                                                                                                                                                                                                                                                                                      • How to get user profile detail
                                                                                                                                                                                                                                                                                                                                        • Get the path of Desktop, Documents, Downloads etc.
                                                                                                                                                                                                                                                                                                                                          • Handle the File System Organization using OS
                                                                                                                                                                                                                                                                                                                                            • How to get any files and folder’s details using OS
                                                                                                                                                                                                                                                                                                                                          Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                          • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                            • NumPy

                                                                                                                                                                                                                                                                                                                                              • Introduction to NumPy: Numerical Python
                                                                                                                                                                                                                                                                                                                                                • Importing NumPy and Its Properties
                                                                                                                                                                                                                                                                                                                                                  • NumPy Arrays
                                                                                                                                                                                                                                                                                                                                                    • Creating an Array from a CSV
                                                                                                                                                                                                                                                                                                                                                      • Operations an Array from aCSV
                                                                                                                                                                                                                                                                                                                                                        • Operations with NumPy Arrays
                                                                                                                                                                                                                                                                                                                                                          • Two-Dimensional Array
                                                                                                                                                                                                                                                                                                                                                            • Selecting Elements from 1-D Array
                                                                                                                                                                                                                                                                                                                                                              • Selecting Elements from 2-D Array
                                                                                                                                                                                                                                                                                                                                                                • Logical Operation with Array
                                                                                                                                                                                                                                                                                                                                                              • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                                                • Pandas

                                                                                                                                                                                                                                                                                                                                                                  • Working With Excel using Pandas
                                                                                                                                                                                                                                                                                                                                                                    • Reading an excel & CSV file using Pandas
                                                                                                                                                                                                                                                                                                                                                                      • Writing to an excel sheet using Pandas
                                                                                                                                                                                                                                                                                                                                                                        • Adjusting Rows and Column using Pandas
                                                                                                                                                                                                                                                                                                                                                                          • Arithmetic Operation in Excel file using Pandas.
                                                                                                                                                                                                                                                                                                                                                                            • Play with Workbook, Sheets and Cells in Excel using Pandas
                                                                                                                                                                                                                                                                                                                                                                              • Creating and Removing Sheets using Pandas
                                                                                                                                                                                                                                                                                                                                                                                • Formatting the Excel File Data using Pandas
                                                                                                                                                                                                                                                                                                                                                                              • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                                                                • MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                  • Bar Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                                    • Column Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                                      • Pie Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                                        • Area Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                                          • Scatter Plot Chart using Python MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                                            • Export the Chart as Image
                                                                                                                                                                                                                                                                                                                                                                                              • Create Charts as Image
                                                                                                                                                                                                                                                                                                                                                                                                • Other Useful Properties of Charts.
                                                                                                                                                                                                                                                                                                                                                                                                  • Plotting Different Charts, Labels, and Labels Alignment etc.
                                                                                                                                                                                                                                                                                                                                                                                                • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                                                                                  • Introduction to Seaborn

                                                                                                                                                                                                                                                                                                                                                                                                    • Introduction to Seaborn
                                                                                                                                                                                                                                                                                                                                                                                                      • Making a scatter plot with lists
                                                                                                                                                                                                                                                                                                                                                                                                        • Making a count plot with a list
                                                                                                                                                                                                                                                                                                                                                                                                          • Using Pandas with seaborn
                                                                                                                                                                                                                                                                                                                                                                                                        • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                                                                                          • Python Object Oriented Programming—Oops Concepts

                                                                                                                                                                                                                                                                                                                                                                                                            • Concept of Class, Object and Instances
                                                                                                                                                                                                                                                                                                                                                                                                              • Constructor, Class attributes and Destructors
                                                                                                                                                                                                                                                                                                                                                                                                                • Real time use of class in live projects
                                                                                                                                                                                                                                                                                                                                                                                                                  • Inheritance, Overlapping and Overloading operators
                                                                                                                                                                                                                                                                                                                                                                                                                    • Adding and retrieving dynamic attributes of classes
                                                                                                                                                                                                                                                                                                                                                                                                                      • Programming using Oops support
                                                                                                                                                                                                                                                                                                                                                                                                                    Get full course syllabus in your inbox
                                                                                                                                                                                                                                                                                                                                                                                                                    Artificial Intelligence
                                                                                                                                                                                                                                                                                                                                                                                                                    Python Django Full Stack Development Training
                                                                                                                                                                                                                                                                                                                                                                                                                    30k LearnersWeekend/WeekdayLive Class
                                                                                                                                                                                                                                                                                                                                                                                                                    • 2 Live Project
                                                                                                                                                                                                                                                                                                                                                                                                                    • Self-Paced/ Classroom
                                                                                                                                                                                                                                                                                                                                                                                                                    • Certification Pass Guaranteed

                                                                                                                                                                                                                                                                                                                                                                                                                    • Python is a very powerful high-level, object-oriented programming language. Python is an interpreted language. Python interpreters are available for many operating systems, allowing Python code to run on a wide variety of systems.
                                                                                                                                                                                                                                                                                                                                                                                                                    • Using third-party tools, such as Py2exe or Pyinstaller Python code can be packaged into stand-alone executable programs. Django is an extremely widely used framework, and because it’s open source. Django is a web framework which written in python & follows the MVC architectural pattern.
                                                                                                                                                                                                                                                                                                                                                                                                                    • It is maintained by the Django software foundation, an independent organization. There are many other frameworks like Pyramid, web2py, Flask etc. which support developers in the design & maintenance of complex applications. Pyjamas & Iron Python can be used to develop the client-side of ajax-based applications.
                                                                                                                                                                                                                                                                                                                                                                                                                    • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                                                                                                      • HTML

                                                                                                                                                                                                                                                                                                                                                                                                                        HTML 5

                                                                                                                                                                                                                                                                                                                                                                                                                        CSS 2.0

                                                                                                                                                                                                                                                                                                                                                                                                                        CSS 3.0

                                                                                                                                                                                                                                                                                                                                                                                                                        JavaScript

                                                                                                                                                                                                                                                                                                                                                                                                                        JQuery

                                                                                                                                                                                                                                                                                                                                                                                                                        Bootstrap Framework Latest Version (HTML, CSS, and JS Library)

                                                                                                                                                                                                                                                                                                                                                                                                                        Web Hosting & SEO Basics

                                                                                                                                                                                                                                                                                                                                                                                                                        Python Training Curriculum

                                                                                                                                                                                                                                                                                                                                                                                                                        Data Analysis and Visualization using NumPy, Pandas, and MatPlotLib, Seaborn

                                                                                                                                                                                                                                                                                                                                                                                                                        Placement Guide

                                                                                                                                                                                                                                                                                                                                                                                                                    Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                    • HTML
                                                                                                                                                                                                                                                                                                                                                                                                                      • What is HTML

                                                                                                                                                                                                                                                                                                                                                                                                                        What is a Web Browser

                                                                                                                                                                                                                                                                                                                                                                                                                        What are Versions of HTML

                                                                                                                                                                                                                                                                                                                                                                                                                        What can you Do with HTML

                                                                                                                                                                                                                                                                                                                                                                                                                        HTML Development Environments

                                                                                                                                                                                                                                                                                                                                                                                                                        Writing Code with a Text Editor

                                                                                                                                                                                                                                                                                                                                                                                                                    • Review of HTML Elements
                                                                                                                                                                                                                                                                                                                                                                                                                      • Rules of Syntax

                                                                                                                                                                                                                                                                                                                                                                                                                        Making your Code Readable

                                                                                                                                                                                                                                                                                                                                                                                                                        Building a Document

                                                                                                                                                                                                                                                                                                                                                                                                                        Using Colors

                                                                                                                                                                                                                                                                                                                                                                                                                        Adding Color to your Page

                                                                                                                                                                                                                                                                                                                                                                                                                        Using Headings

                                                                                                                                                                                                                                                                                                                                                                                                                        Using Paragraphs

                                                                                                                                                                                                                                                                                                                                                                                                                        Aligning Block-Level Elements

                                                                                                                                                                                                                                                                                                                                                                                                                    • Inserting Spaces and Line Breaks
                                                                                                                                                                                                                                                                                                                                                                                                                      • Displaying Preformatted Text

                                                                                                                                                                                                                                                                                                                                                                                                                        Formatting with Inline Elements

                                                                                                                                                                                                                                                                                                                                                                                                                        Controlling Fonts

                                                                                                                                                                                                                                                                                                                                                                                                                        Introducing List Elements

                                                                                                                                                                                                                                                                                                                                                                                                                        Creating Unordered Lists

                                                                                                                                                                                                                                                                                                                                                                                                                        Creating Ordered Lists

                                                                                                                                                                                                                                                                                                                                                                                                                        Nesting Lists

                                                                                                                                                                                                                                                                                                                                                                                                                    • What is an HTML Table
                                                                                                                                                                                                                                                                                                                                                                                                                      • Building a Table

                                                                                                                                                                                                                                                                                                                                                                                                                        Cell Padding and Cell Spacing

                                                                                                                                                                                                                                                                                                                                                                                                                        Controlling Table and Cell Width

                                                                                                                                                                                                                                                                                                                                                                                                                        Aligning a Table on the Page

                                                                                                                                                                                                                                                                                                                                                                                                                        Aligning Tables and Text

                                                                                                                                                                                                                                                                                                                                                                                                                        Aligning Table Data

                                                                                                                                                                                                                                                                                                                                                                                                                        Spanning Columns and Rows

                                                                                                                                                                                                                                                                                                                                                                                                                    • Creating a Hyperlink
                                                                                                                                                                                                                                                                                                                                                                                                                      • Understanding and Using URLs

                                                                                                                                                                                                                                                                                                                                                                                                                        Linking to a Web Document

                                                                                                                                                                                                                                                                                                                                                                                                                        Linking to a Local Document

                                                                                                                                                                                                                                                                                                                                                                                                                        Linking to Anchors

                                                                                                                                                                                                                                                                                                                                                                                                                        Opening a New Browser Window

                                                                                                                                                                                                                                                                                                                                                                                                                    • Image Formats
                                                                                                                                                                                                                                                                                                                                                                                                                      • Inserting Inline Images

                                                                                                                                                                                                                                                                                                                                                                                                                        Aligning Images

                                                                                                                                                                                                                                                                                                                                                                                                                        Using Images to Anchor Links

                                                                                                                                                                                                                                                                                                                                                                                                                        Sizing Images

                                                                                                                                                                                                                                                                                                                                                                                                                        Using Transparent Images

                                                                                                                                                                                                                                                                                                                                                                                                                        Using GIF Animation

                                                                                                                                                                                                                                                                                                                                                                                                                    • Forms and Controls
                                                                                                                                                                                                                                                                                                                                                                                                                      • Forms and Form Elements

                                                                                                                                                                                                                                                                                                                                                                                                                        Form Actions, Form Methods, Form Design

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                                                                                                                                                                                                                                                                                                                                                                                                                    • Introduction
                                                                                                                                                                                                                                                                                                                                                                                                                      • Laying out a page with HTML5

                                                                                                                                                                                                                                                                                                                                                                                                                        Page Structure

                                                                                                                                                                                                                                                                                                                                                                                                                        New HTML5 Strutural Tags

                                                                                                                                                                                                                                                                                                                                                                                                                        Page Simplification

                                                                                                                                                                                                                                                                                                                                                                                                                    • HTML 5 - How we got here
                                                                                                                                                                                                                                                                                                                                                                                                                      • New Features of HTML5

                                                                                                                                                                                                                                                                                                                                                                                                                        The HTML5 Semantic Element

                                                                                                                                                                                                                                                                                                                                                                                                                        Current State of Browser Support

                                                                                                                                                                                                                                                                                                                                                                                                                    • SECTIONS AND ARTICLES
                                                                                                                                                                                                                                                                                                                                                                                                                      • The section Tag

                                                                                                                                                                                                                                                                                                                                                                                                                        The article Tag

                                                                                                                                                                                                                                                                                                                                                                                                                        The header Tag

                                                                                                                                                                                                                                                                                                                                                                                                                        The Footer Tag

                                                                                                                                                                                                                                                                                                                                                                                                                    • HTML5 AUDIO AND VIDEO
                                                                                                                                                                                                                                                                                                                                                                                                                      • Supported Media Types

                                                                                                                                                                                                                                                                                                                                                                                                                        The audio Element

                                                                                                                                                                                                                                                                                                                                                                                                                        The video Element

                                                                                                                                                                                                                                                                                                                                                                                                                    • HTML5 FORMS
                                                                                                                                                                                                                                                                                                                                                                                                                      • New Input Types

                                                                                                                                                                                                                                                                                                                                                                                                                    • HTML5 NEW FORM ATTRIBUTES
                                                                                                                                                                                                                                                                                                                                                                                                                      • autocomplete

                                                                                                                                                                                                                                                                                                                                                                                                                        novalidate

                                                                                                                                                                                                                                                                                                                                                                                                                    • HTML5 NEW FORM FIELD ATTRIBUTES
                                                                                                                                                                                                                                                                                                                                                                                                                      • required

                                                                                                                                                                                                                                                                                                                                                                                                                        placeholder

                                                                                                                                                                                                                                                                                                                                                                                                                        autofocus

                                                                                                                                                                                                                                                                                                                                                                                                                        autocomplete

                                                                                                                                                                                                                                                                                                                                                                                                                        form

                                                                                                                                                                                                                                                                                                                                                                                                                        pattern

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                                                                                                                                                                                                                                                                                                                                                                                                                    • Introduction of CSS
                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Syntax
                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Comments
                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Type
                                                                                                                                                                                                                                                                                                                                                                                                                      • Inline

                                                                                                                                                                                                                                                                                                                                                                                                                        Internal

                                                                                                                                                                                                                                                                                                                                                                                                                        External

                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Selector
                                                                                                                                                                                                                                                                                                                                                                                                                      • ID

                                                                                                                                                                                                                                                                                                                                                                                                                        Class

                                                                                                                                                                                                                                                                                                                                                                                                                        Attribute

                                                                                                                                                                                                                                                                                                                                                                                                                        Grouping

                                                                                                                                                                                                                                                                                                                                                                                                                        Universal

                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Color
                                                                                                                                                                                                                                                                                                                                                                                                                      • RGB Value

                                                                                                                                                                                                                                                                                                                                                                                                                        Hex Value

                                                                                                                                                                                                                                                                                                                                                                                                                        Color Name

                                                                                                                                                                                                                                                                                                                                                                                                                    • Background
                                                                                                                                                                                                                                                                                                                                                                                                                      • background-color

                                                                                                                                                                                                                                                                                                                                                                                                                        background-repeat

                                                                                                                                                                                                                                                                                                                                                                                                                        background-attachement

                                                                                                                                                                                                                                                                                                                                                                                                                        background position

                                                                                                                                                                                                                                                                                                                                                                                                                        background-size

                                                                                                                                                                                                                                                                                                                                                                                                                        background-image

                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Margin
                                                                                                                                                                                                                                                                                                                                                                                                                      • Margin-top

                                                                                                                                                                                                                                                                                                                                                                                                                        Margin-bottom

                                                                                                                                                                                                                                                                                                                                                                                                                        Margin-left

                                                                                                                                                                                                                                                                                                                                                                                                                        Margin-Right

                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Padding
                                                                                                                                                                                                                                                                                                                                                                                                                      • Padding -top

                                                                                                                                                                                                                                                                                                                                                                                                                        Padding -bottom

                                                                                                                                                                                                                                                                                                                                                                                                                        Padding -left

                                                                                                                                                                                                                                                                                                                                                                                                                        Padding –Right

                                                                                                                                                                                                                                                                                                                                                                                                                    • Outline
                                                                                                                                                                                                                                                                                                                                                                                                                      • Outline-Style

                                                                                                                                                                                                                                                                                                                                                                                                                        Outline-color

                                                                                                                                                                                                                                                                                                                                                                                                                        Outline Width

                                                                                                                                                                                                                                                                                                                                                                                                                        Outline-Offset

                                                                                                                                                                                                                                                                                                                                                                                                                        Outline Shorthand Property

                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Height and Width
                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Display properties
                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Position Properties
                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Overflow
                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Float and Clear
                                                                                                                                                                                                                                                                                                                                                                                                                    • Pseudo Class and Element
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                                                                                                                                                                                                                                                                                                                                                                                                                    • Introduction to CSS 3
                                                                                                                                                                                                                                                                                                                                                                                                                      • Border

                                                                                                                                                                                                                                                                                                                                                                                                                        border-radius

                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Shadows
                                                                                                                                                                                                                                                                                                                                                                                                                      • Text-shadow

                                                                                                                                                                                                                                                                                                                                                                                                                        Box-shadow

                                                                                                                                                                                                                                                                                                                                                                                                                    • Transitions
                                                                                                                                                                                                                                                                                                                                                                                                                      • transition

                                                                                                                                                                                                                                                                                                                                                                                                                        transition - delay

                                                                                                                                                                                                                                                                                                                                                                                                                        transition - duration

                                                                                                                                                                                                                                                                                                                                                                                                                        transition - property

                                                                                                                                                                                                                                                                                                                                                                                                                    • 2D Transforms
                                                                                                                                                                                                                                                                                                                                                                                                                      • transform

                                                                                                                                                                                                                                                                                                                                                                                                                        matrix ()

                                                                                                                                                                                                                                                                                                                                                                                                                        translate (x,y)

                                                                                                                                                                                                                                                                                                                                                                                                                        scale(x,y)

                                                                                                                                                                                                                                                                                                                                                                                                                        rotate(angle)

                                                                                                                                                                                                                                                                                                                                                                                                                        Skew (x - angle, y-angle)

                                                                                                                                                                                                                                                                                                                                                                                                                    • Animations
                                                                                                                                                                                                                                                                                                                                                                                                                      • @keyframes

                                                                                                                                                                                                                                                                                                                                                                                                                        animation

                                                                                                                                                                                                                                                                                                                                                                                                                        animation-direction

                                                                                                                                                                                                                                                                                                                                                                                                                        animation-duration

                                                                                                                                                                                                                                                                                                                                                                                                                        animation-name

                                                                                                                                                                                                                                                                                                                                                                                                                    • Selectors
                                                                                                                                                                                                                                                                                                                                                                                                                      • CSS combinations

                                                                                                                                                                                                                                                                                                                                                                                                                        Pseudo Elements

                                                                                                                                                                                                                                                                                                                                                                                                                    • Gradients
                                                                                                                                                                                                                                                                                                                                                                                                                      • Linear Gradients

                                                                                                                                                                                                                                                                                                                                                                                                                        Radial Gradients

                                                                                                                                                                                                                                                                                                                                                                                                                    • User Interface
                                                                                                                                                                                                                                                                                                                                                                                                                      • resize

                                                                                                                                                                                                                                                                                                                                                                                                                        box-sizing

                                                                                                                                                                                                                                                                                                                                                                                                                        outline-offset

                                                                                                                                                                                                                                                                                                                                                                                                                    • CSS Filters
                                                                                                                                                                                                                                                                                                                                                                                                                      • Blur

                                                                                                                                                                                                                                                                                                                                                                                                                        Opacity

                                                                                                                                                                                                                                                                                                                                                                                                                    • Media Query
                                                                                                                                                                                                                                                                                                                                                                                                                      • What is Responsive Web Design

                                                                                                                                                                                                                                                                                                                                                                                                                        Intro to the Viewport

                                                                                                                                                                                                                                                                                                                                                                                                                        The Viewport Tag

                                                                                                                                                                                                                                                                                                                                                                                                                        Media Queries

                                                                                                                                                                                                                                                                                                                                                                                                                        Tablet Styles

                                                                                                                                                                                                                                                                                                                                                                                                                        Mobile Styles

                                                                                                                                                                                                                                                                                                                                                                                                                        Making a Mobile Drop-down Menu

                                                                                                                                                                                                                                                                                                                                                                                                                    • Web Fonts
                                                                                                                                                                                                                                                                                                                                                                                                                      • @font-face

                                                                                                                                                                                                                                                                                                                                                                                                                        font- family

                                                                                                                                                                                                                                                                                                                                                                                                                        src

                                                                                                                                                                                                                                                                                                                                                                                                                        font-stretch

                                                                                                                                                                                                                                                                                                                                                                                                                        font-Style

                                                                                                                                                                                                                                                                                                                                                                                                                        font-weight

                                                                                                                                                                                                                                                                                                                                                                                                                    • Flexbox
                                                                                                                                                                                                                                                                                                                                                                                                                      • flex - grow

                                                                                                                                                                                                                                                                                                                                                                                                                        flex - shrink

                                                                                                                                                                                                                                                                                                                                                                                                                        flex - basis

                                                                                                                                                                                                                                                                                                                                                                                                                        flex

                                                                                                                                                                                                                                                                                                                                                                                                                        flex - wrap

                                                                                                                                                                                                                                                                                                                                                                                                                        flex - direction

                                                                                                                                                                                                                                                                                                                                                                                                                        flex - flow

                                                                                                                                                                                                                                                                                                                                                                                                                        justify - content

                                                                                                                                                                                                                                                                                                                                                                                                                        align-items

                                                                                                                                                                                                                                                                                                                                                                                                                        order

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                                                                                                                                                                                                                                                                                                                                                                                                                    Artificial Intelligence
                                                                                                                                                                                                                                                                                                                                                                                                                    Django Framework Certification Training
                                                                                                                                                                                                                                                                                                                                                                                                                    30k LearnersWeekend/WeekdayLive Class
                                                                                                                                                                                                                                                                                                                                                                                                                    • 2 Live Project
                                                                                                                                                                                                                                                                                                                                                                                                                    • Self-Paced/ Classroom
                                                                                                                                                                                                                                                                                                                                                                                                                    • Certification Pass Guaranteed

                                                                                                                                                                                                                                                                                                                                                                                                                    • Croma Campus's Django course helps you gain expertise in Django REST framework, Django Models, Django AJAX, Django jQuery etc. You'll master Django web framework while working on real-time use cases and receive Django certification at the end of the course.
                                                                                                                                                                                                                                                                                                                                                                                                                    • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                                                                                                      • Django Web Framework

                                                                                                                                                                                                                                                                                                                                                                                                                        Getting Started with Django

                                                                                                                                                                                                                                                                                                                                                                                                                        Create an Application

                                                                                                                                                                                                                                                                                                                                                                                                                        Django - URL Mapping

                                                                                                                                                                                                                                                                                                                                                                                                                        Django Template Language (DTL)

                                                                                                                                                                                                                                                                                                                                                                                                                        Django – Models

                                                                                                                                                                                                                                                                                                                                                                                                                        Django – Sending E-mails

                                                                                                                                                                                                                                                                                                                                                                                                                        Django – Form Processing/le handling/cooking handling

                                                                                                                                                                                                                                                                                                                                                                                                                        Django Admin

                                                                                                                                                                                                                                                                                                                                                                                                                        Django API (Application Program Interface)

                                                                                                                                                                                                                                                                                                                                                                                                                        Static les

                                                                                                                                                                                                                                                                                                                                                                                                                        Placement Guide

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                                                                                                                                                                                                                                                                                                                                                                                                                    • Django Web Framework
                                                                                                                                                                                                                                                                                                                                                                                                                      • What is a Framework

                                                                                                                                                                                                                                                                                                                                                                                                                        Introduction to Django

                                                                                                                                                                                                                                                                                                                                                                                                                        Django – Design Philosophies

                                                                                                                                                                                                                                                                                                                                                                                                                        History of Django

                                                                                                                                                                                                                                                                                                                                                                                                                        Why Django and Features

                                                                                                                                                                                                                                                                                                                                                                                                                        Environment setup

                                                                                                                                                                                                                                                                                                                                                                                                                        Web Server

                                                                                                                                                                                                                                                                                                                                                                                                                        MVC Pattern

                                                                                                                                                                                                                                                                                                                                                                                                                        MVC Architecture vs MVT Architecture

                                                                                                                                                                                                                                                                                                                                                                                                                        Django MVC – MVT Pattern

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                                                                                                                                                                                                                                                                                                                                                                                                                    • Getting Started with Django
                                                                                                                                                                                                                                                                                                                                                                                                                      • Creating the rst Project

                                                                                                                                                                                                                                                                                                                                                                                                                        Integrating the Project to sublime text

                                                                                                                                                                                                                                                                                                                                                                                                                        The Project Structure

                                                                                                                                                                                                                                                                                                                                                                                                                        Running the server

                                                                                                                                                                                                                                                                                                                                                                                                                        Solving the issues and Migrations

                                                                                                                                                                                                                                                                                                                                                                                                                        Database Setup

                                                                                                                                                                                                                                                                                                                                                                                                                        Setting Up Your Project.

                                                                                                                                                                                                                                                                                                                                                                                                                    Get full course syllabus in your inbox

                                                                                                                                                                                                                                                                                                                                                                                                                    • Create an Application
                                                                                                                                                                                                                                                                                                                                                                                                                      • What Django Follows

                                                                                                                                                                                                                                                                                                                                                                                                                        Structure of Django framework

                                                                                                                                                                                                                                                                                                                                                                                                                        Model Layer

                                                                                                                                                                                                                                                                                                                                                                                                                        What are models

                                                                                                                                                                                                                                                                                                                                                                                                                        Model elds

                                                                                                                                                                                                                                                                                                                                                                                                                        Query sets

                                                                                                                                                                                                                                                                                                                                                                                                                        Django – Admin Interface

                                                                                                                                                                                                                                                                                                                                                                                                                        Starting the Admin Interface

                                                                                                                                                                                                                                                                                                                                                                                                                        Migrations

                                                                                                                                                                                                                                                                                                                                                                                                                        Views Layer

                                                                                                                                                                                                                                                                                                                                                                                                                        Simple View

                                                                                                                                                                                                                                                                                                                                                                                                                        Basic view (displaying hello world)

                                                                                                                                                                                                                                                                                                                                                                                                                        Functional views, class based views

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                                                                                                                                                                                                                                                                                                                                                                                                                    • Django - URL Mapping
                                                                                                                                                                                                                                                                                                                                                                                                                      • Organizing Your URLs

                                                                                                                                                                                                                                                                                                                                                                                                                        Role of URLs in Django

                                                                                                                                                                                                                                                                                                                                                                                                                        Working URLs

                                                                                                                                                                                                                                                                                                                                                                                                                        Forms

                                                                                                                                                                                                                                                                                                                                                                                                                        Sending Parameters to Views

                                                                                                                                                                                                                                                                                                                                                                                                                        Templates layer

                                                                                                                                                                                                                                                                                                                                                                                                                        The Render Function

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                                                                                                                                                                                                                                                                                                                                                                                                                    Artificial Intelligence
                                                                                                                                                                                                                                                                                                                                                                                                                    Python for Data Scientist Training
                                                                                                                                                                                                                                                                                                                                                                                                                    30k LearnersWeekend/WeekdayLive Class
                                                                                                                                                                                                                                                                                                                                                                                                                    • 2 Live Project
                                                                                                                                                                                                                                                                                                                                                                                                                    • Self-Paced/ Classroom
                                                                                                                                                                                                                                                                                                                                                                                                                    • Certification Pass Guaranteed

                                                                                                                                                                                                                                                                                                                                                                                                                    • Python has been a favourite option for Data Scientists who use it for building and using Machine Learning Applications and other Scientific Computations. Python cuts development time in half with its simple to read syntax and easy compilation feature. Debugging programs is a breeze in Python with its built in debugger.
                                                                                                                                                                                                                                                                                                                                                                                                                    • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                                                                                                      • Python Training

                                                                                                                                                                                                                                                                                                                                                                                                                        Data Analysis and Visualization using Pandas.

                                                                                                                                                                                                                                                                                                                                                                                                                        Data Analysis and Visualization using NumPy and MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                        Introduction to Data Visualization with Seaborn

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                                                                                                                                                                                                                                                                                                                                                                                                                    • Introduction To Python
                                                                                                                                                                                                                                                                                                                                                                                                                      • Installation and Working with Python

                                                                                                                                                                                                                                                                                                                                                                                                                        Understanding Python variables

                                                                                                                                                                                                                                                                                                                                                                                                                        Python basic Operators

                                                                                                                                                                                                                                                                                                                                                                                                                        Understanding the Python blocks.

                                                                                                                                                                                                                                                                                                                                                                                                                    • Python Keyword and Identiers
                                                                                                                                                                                                                                                                                                                                                                                                                      • Python Keyword and Identiers

                                                                                                                                                                                                                                                                                                                                                                                                                        Python Comments, Multiline Comments.

                                                                                                                                                                                                                                                                                                                                                                                                                        Python Indentation

                                                                                                                                                                                                                                                                                                                                                                                                                        Understating the concepts of Operators

                                                                                                                                                                                                                                                                                                                                                                                                                        • Arithmetic
                                                                                                                                                                                                                                                                                                                                                                                                                          • Relational
                                                                                                                                                                                                                                                                                                                                                                                                                            • Logical
                                                                                                                                                                                                                                                                                                                                                                                                                              • Assignment
                                                                                                                                                                                                                                                                                                                                                                                                                                • Membership
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Identity
                                                                                                                                                                                                                                                                                                                                                                                                                                • Introduction To Variables
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Variables, expression condition and function

                                                                                                                                                                                                                                                                                                                                                                                                                                    Global and Local Variables in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Packing and Unpacking Arguments

                                                                                                                                                                                                                                                                                                                                                                                                                                    Type Casting in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Byte objects vs. string in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Variable Scope

                                                                                                                                                                                                                                                                                                                                                                                                                                • Python Data Type
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Declaring and using Numeric data types

                                                                                                                                                                                                                                                                                                                                                                                                                                    Using string data type and string operations

                                                                                                                                                                                                                                                                                                                                                                                                                                    Understanding Non-numeric data types

                                                                                                                                                                                                                                                                                                                                                                                                                                    Understanding the concept of Casting and Boolean.

                                                                                                                                                                                                                                                                                                                                                                                                                                    Strings

                                                                                                                                                                                                                                                                                                                                                                                                                                    List

                                                                                                                                                                                                                                                                                                                                                                                                                                    Tuples

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dictionary

                                                                                                                                                                                                                                                                                                                                                                                                                                    Sets

                                                                                                                                                                                                                                                                                                                                                                                                                                • Control Structure & Flow
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Statements – if, else, elif

                                                                                                                                                                                                                                                                                                                                                                                                                                    How to use nested IF and Else in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Loops

                                                                                                                                                                                                                                                                                                                                                                                                                                    Loops and Control Statements.

                                                                                                                                                                                                                                                                                                                                                                                                                                    Jumping Statements – Break, Continue, pass

                                                                                                                                                                                                                                                                                                                                                                                                                                    Looping techniques in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    How to use Range function in Loop

                                                                                                                                                                                                                                                                                                                                                                                                                                    Programs for printing Patterns in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    How to use if and else with Loop

                                                                                                                                                                                                                                                                                                                                                                                                                                    Use of Switch Function in Loop

                                                                                                                                                                                                                                                                                                                                                                                                                                    Elegant way of Python Iteration

                                                                                                                                                                                                                                                                                                                                                                                                                                    Generator in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    How to use nested Loop in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Use If and Else in for and While Loop

                                                                                                                                                                                                                                                                                                                                                                                                                                    Examples of Looping with Break and Continue Statement

                                                                                                                                                                                                                                                                                                                                                                                                                                    How to use IN or NOT IN keyword in Python Loop.

                                                                                                                                                                                                                                                                                                                                                                                                                                • Python Function, Modules and Packages
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Python Syntax

                                                                                                                                                                                                                                                                                                                                                                                                                                    Function Call

                                                                                                                                                                                                                                                                                                                                                                                                                                    Return Statement

                                                                                                                                                                                                                                                                                                                                                                                                                                    Arguments in a function – Required, Default, Positional, Variable-length

                                                                                                                                                                                                                                                                                                                                                                                                                                    Write an Empty Function in Python –pass statement.

                                                                                                                                                                                                                                                                                                                                                                                                                                    Lamda/ Anonymous Function

                                                                                                                                                                                                                                                                                                                                                                                                                                    *args and **kwargs

                                                                                                                                                                                                                                                                                                                                                                                                                                    Help function in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Scope and Life Time of Variable in Python Function

                                                                                                                                                                                                                                                                                                                                                                                                                                    Nested Loop in Python Function

                                                                                                                                                                                                                                                                                                                                                                                                                                    Recursive Function and Its Advantage and Disadvantage

                                                                                                                                                                                                                                                                                                                                                                                                                                    Organizing python codes using functions

                                                                                                                                                                                                                                                                                                                                                                                                                                    Organizing python projects into modules

                                                                                                                                                                                                                                                                                                                                                                                                                                    Importing own module as well as external modules

                                                                                                                                                                                                                                                                                                                                                                                                                                    Understanding Packages

                                                                                                                                                                                                                                                                                                                                                                                                                                    Random functions in python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Programming using functions, modules & external packages

                                                                                                                                                                                                                                                                                                                                                                                                                                    Map, Filter and Reduce function with Lambda Function

                                                                                                                                                                                                                                                                                                                                                                                                                                    More example of Python Function

                                                                                                                                                                                                                                                                                                                                                                                                                                • Python Date Time and Calendar
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Day, Month, Year, Today, Weekday

                                                                                                                                                                                                                                                                                                                                                                                                                                    IsoWeek day

                                                                                                                                                                                                                                                                                                                                                                                                                                    Date Time

                                                                                                                                                                                                                                                                                                                                                                                                                                    Time, Hour, Minute, Sec, Microsec

                                                                                                                                                                                                                                                                                                                                                                                                                                    Time Delta and UTC

                                                                                                                                                                                                                                                                                                                                                                                                                                    StrfTime, Now

                                                                                                                                                                                                                                                                                                                                                                                                                                    Time stamp and Date Format

                                                                                                                                                                                                                                                                                                                                                                                                                                    Month Calendar

                                                                                                                                                                                                                                                                                                                                                                                                                                    Itermonthdates

                                                                                                                                                                                                                                                                                                                                                                                                                                    Lots of Example on Python Calendar

                                                                                                                                                                                                                                                                                                                                                                                                                                    Create 12-month Calendar

                                                                                                                                                                                                                                                                                                                                                                                                                                    Strftime

                                                                                                                                                                                                                                                                                                                                                                                                                                    Strptime

                                                                                                                                                                                                                                                                                                                                                                                                                                    Format Code list of Data, Time and Cal

                                                                                                                                                                                                                                                                                                                                                                                                                                    Locale’s appropriate date and time

                                                                                                                                                                                                                                                                                                                                                                                                                                • List
                                                                                                                                                                                                                                                                                                                                                                                                                                  • What is List.

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Length

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Append

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Insert

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Remove

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Append & Extend using “+” and Keyword

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Delete

                                                                                                                                                                                                                                                                                                                                                                                                                                    List related Keyword in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Revers

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Sorting

                                                                                                                                                                                                                                                                                                                                                                                                                                    List having Multiple Reference

                                                                                                                                                                                                                                                                                                                                                                                                                                    String Split to create a List

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Indexing

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Slicing

                                                                                                                                                                                                                                                                                                                                                                                                                                    List count and Looping

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Comprehension and Nested Comprehension

                                                                                                                                                                                                                                                                                                                                                                                                                                • Tuple
                                                                                                                                                                                                                                                                                                                                                                                                                                  • What is Tuple

                                                                                                                                                                                                                                                                                                                                                                                                                                    Tuple Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                    Accessing Elements in Tuple

                                                                                                                                                                                                                                                                                                                                                                                                                                    Changing a Tuple

                                                                                                                                                                                                                                                                                                                                                                                                                                    Tuple Deletion

                                                                                                                                                                                                                                                                                                                                                                                                                                    Tuple Count

                                                                                                                                                                                                                                                                                                                                                                                                                                    Tuple Index

                                                                                                                                                                                                                                                                                                                                                                                                                                    Tuple Membership

                                                                                                                                                                                                                                                                                                                                                                                                                                    TupleBuilt in Function (Length, Sort)

                                                                                                                                                                                                                                                                                                                                                                                                                                • Dictionary
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Dict Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict Access (Accessing Dict Values)

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict Get Method

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict Add or Modify Elements

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict Copy

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict From Keys.

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict Items

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict Keys (Updating, Removing and Iterating)

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict Values

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict Comprehension

                                                                                                                                                                                                                                                                                                                                                                                                                                    Default Dictionaries

                                                                                                                                                                                                                                                                                                                                                                                                                                    Ordered Dictionaries

                                                                                                                                                                                                                                                                                                                                                                                                                                    Looping Dictionaries

                                                                                                                                                                                                                                                                                                                                                                                                                                    Dict useful methods (Pop, Pop Item, Str , Update etc.)

                                                                                                                                                                                                                                                                                                                                                                                                                                • Sets
                                                                                                                                                                                                                                                                                                                                                                                                                                  • What is Set

                                                                                                                                                                                                                                                                                                                                                                                                                                    Set Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                    Add element to a Set

                                                                                                                                                                                                                                                                                                                                                                                                                                    Remove elements from a Set

                                                                                                                                                                                                                                                                                                                                                                                                                                    PythonSet Operations

                                                                                                                                                                                                                                                                                                                                                                                                                                    Frozen Sets

                                                                                                                                                                                                                                                                                                                                                                                                                                • Strings
                                                                                                                                                                                                                                                                                                                                                                                                                                  • What is Set

                                                                                                                                                                                                                                                                                                                                                                                                                                    Set Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                    Add element to a Set

                                                                                                                                                                                                                                                                                                                                                                                                                                    Remove elements from a Set

                                                                                                                                                                                                                                                                                                                                                                                                                                    PythonSet Operations

                                                                                                                                                                                                                                                                                                                                                                                                                                • Python Exception Handling
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Python Errors and Built-in-Exceptions

                                                                                                                                                                                                                                                                                                                                                                                                                                    Exception handing Try, Except and Finally

                                                                                                                                                                                                                                                                                                                                                                                                                                    Catching Exceptions in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Catching Specic Exception in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Raising Exception

                                                                                                                                                                                                                                                                                                                                                                                                                                    Try and Finally

                                                                                                                                                                                                                                                                                                                                                                                                                                • Python File Handling
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Opening a File

                                                                                                                                                                                                                                                                                                                                                                                                                                    Python File Modes

                                                                                                                                                                                                                                                                                                                                                                                                                                    Closing File

                                                                                                                                                                                                                                                                                                                                                                                                                                    Writing to a File

                                                                                                                                                                                                                                                                                                                                                                                                                                    Reading from a File

                                                                                                                                                                                                                                                                                                                                                                                                                                    Renaming and Deleting Files in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Python Directory and File Management

                                                                                                                                                                                                                                                                                                                                                                                                                                    List Directories and Files

                                                                                                                                                                                                                                                                                                                                                                                                                                    Making New Directory

                                                                                                                                                                                                                                                                                                                                                                                                                                    Changing Directory

                                                                                                                                                                                                                                                                                                                                                                                                                                • Python Database Interaction
                                                                                                                                                                                                                                                                                                                                                                                                                                  • SQL Database connection using

                                                                                                                                                                                                                                                                                                                                                                                                                                    Creating and searching tables

                                                                                                                                                                                                                                                                                                                                                                                                                                    Reading and Storing cong information on database

                                                                                                                                                                                                                                                                                                                                                                                                                                    Programming using database connections

                                                                                                                                                                                                                                                                                                                                                                                                                                • Contacting user Through Emails Using Python
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Installing SMTP Python Module

                                                                                                                                                                                                                                                                                                                                                                                                                                    Sending Email

                                                                                                                                                                                                                                                                                                                                                                                                                                    Reading from le and sending emails to all users

                                                                                                                                                                                                                                                                                                                                                                                                                                • Reading an excel
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Working With Excel

                                                                                                                                                                                                                                                                                                                                                                                                                                    Reading an excel le using Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Writing to an excel sheet using Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Python| Reading an excel le

                                                                                                                                                                                                                                                                                                                                                                                                                                    Python | Writing an excel le

                                                                                                                                                                                                                                                                                                                                                                                                                                    Adjusting Rows and Column using Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    ArithmeticOperation in Excel le.

                                                                                                                                                                                                                                                                                                                                                                                                                                    Play with Workbook, Sheets and Cells in Excel using Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Creating and Removing Sheets

                                                                                                                                                                                                                                                                                                                                                                                                                                    Formatting the Excel File Data

                                                                                                                                                                                                                                                                                                                                                                                                                                    More example of Python Function

                                                                                                                                                                                                                                                                                                                                                                                                                                • Complete Understanding of OS Module of Python
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Check Dirs. (exist or not)

                                                                                                                                                                                                                                                                                                                                                                                                                                    How to split path and extension

                                                                                                                                                                                                                                                                                                                                                                                                                                    How to get user prole detail

                                                                                                                                                                                                                                                                                                                                                                                                                                    Get the path of Desktop, Documents, Downloads etc.

                                                                                                                                                                                                                                                                                                                                                                                                                                    Handle the File System Organization using OS

                                                                                                                                                                                                                                                                                                                                                                                                                                    How to get any les and folder’s details using OS

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                                                                                                                                                                                                                                                                                                                                                                                                                                • Statistics
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Categorical Data

                                                                                                                                                                                                                                                                                                                                                                                                                                    Numerical Data

                                                                                                                                                                                                                                                                                                                                                                                                                                    Mean

                                                                                                                                                                                                                                                                                                                                                                                                                                    Median

                                                                                                                                                                                                                                                                                                                                                                                                                                    Mode

                                                                                                                                                                                                                                                                                                                                                                                                                                    Outliers

                                                                                                                                                                                                                                                                                                                                                                                                                                    Range

                                                                                                                                                                                                                                                                                                                                                                                                                                    Interquartile range

                                                                                                                                                                                                                                                                                                                                                                                                                                    Correlation

                                                                                                                                                                                                                                                                                                                                                                                                                                    Standard Deviation

                                                                                                                                                                                                                                                                                                                                                                                                                                    Variance

                                                                                                                                                                                                                                                                                                                                                                                                                                    Box plot

                                                                                                                                                                                                                                                                                                                                                                                                                                • Pandas
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Read data from Excel File using Pandas More Plotting, Date Time Indexing and writing to les

                                                                                                                                                                                                                                                                                                                                                                                                                                    How to get record specic records Using Pandas Adding & Resetting Columns, Mapping with function

                                                                                                                                                                                                                                                                                                                                                                                                                                    Using the Excel File class to read multiple sheets More Mapping, Filling

                                                                                                                                                                                                                                                                                                                                                                                                                                    Nonvalue’s

                                                                                                                                                                                                                                                                                                                                                                                                                                    Exploring the Data Plotting, Correlations, and Histograms

                                                                                                                                                                                                                                                                                                                                                                                                                                    Getting statistical information about the data Analysis Concepts, Handle the None Values

                                                                                                                                                                                                                                                                                                                                                                                                                                    Reading les with no header and skipping records Cumulative Sums and Value Counts, Ranking etc

                                                                                                                                                                                                                                                                                                                                                                                                                                    Reading a subset of columns Data Maintenance, Adding/Removing Cols and Rows

                                                                                                                                                                                                                                                                                                                                                                                                                                    Applying formulas on the columns Basic Grouping, Concepts of Aggre

                                                                                                                                                                                                                                                                                                                                                                                                                                    gate Function

                                                                                                                                                                                                                                                                                                                                                                                                                                    Complete Understanding of Pivot Table Data Slicing using iLoc and Loc property (Setting Indices)

                                                                                                                                                                                                                                                                                                                                                                                                                                    Under sting the Properties of Pivot Table in Pandas Advanced Reading

                                                                                                                                                                                                                                                                                                                                                                                                                                    CSVs/HTML, Binning, Categorical Data

                                                                                                                                                                                                                                                                                                                                                                                                                                    Exporting the results to Excel Joins:

                                                                                                                                                                                                                                                                                                                                                                                                                                    Python | Pandas Data Frame Inner Join

                                                                                                                                                                                                                                                                                                                                                                                                                                    Under sting the properties of Data Frame Left Join (Left Outer Join)

                                                                                                                                                                                                                                                                                                                                                                                                                                    Indexing and Selecting Data with Pandas Right Join (Right Outer Join)

                                                                                                                                                                                                                                                                                                                                                                                                                                    Pandas | Merging, Joining and Concatenating Full Join (Full Outer Join)

                                                                                                                                                                                                                                                                                                                                                                                                                                    Pandas | Find Missing Data and Fill and Drop NA Appending DataFrame and Data

                                                                                                                                                                                                                                                                                                                                                                                                                                    Pandas | How to Group Data How to apply Lambda / Function on Data

                                                                                                                                                                                                                                                                                                                                                                                                                                    Frame

                                                                                                                                                                                                                                                                                                                                                                                                                                    Other Very Useful concepts of Pandas in Python Data Time Property in Pandas (More and More)

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                                                                                                                                                                                                                                                                                                                                                                                                                                • NumPy
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Introduction to NumPy: Numerical Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Importing NumPy and Its Properties

                                                                                                                                                                                                                                                                                                                                                                                                                                    NumPy Arrays

                                                                                                                                                                                                                                                                                                                                                                                                                                    Creating an Array from a CSV

                                                                                                                                                                                                                                                                                                                                                                                                                                    Operations an Array from a CSV

                                                                                                                                                                                                                                                                                                                                                                                                                                    Operations with NumPy Arrays

                                                                                                                                                                                                                                                                                                                                                                                                                                    Two-Dimensional Array

                                                                                                                                                                                                                                                                                                                                                                                                                                    Selecting Elements from 1-D Array

                                                                                                                                                                                                                                                                                                                                                                                                                                    Selecting Elements from 2-D Array

                                                                                                                                                                                                                                                                                                                                                                                                                                    Logical Operation with Arrays

                                                                                                                                                                                                                                                                                                                                                                                                                                    Indexing NumPy elements using conditionals

                                                                                                                                                                                                                                                                                                                                                                                                                                    NumPy’s Mean and Axis

                                                                                                                                                                                                                                                                                                                                                                                                                                    NumPy’s Mode, Median and Sum Function

                                                                                                                                                                                                                                                                                                                                                                                                                                    NumPy’s Sort Function and More

                                                                                                                                                                                                                                                                                                                                                                                                                                • MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Bar Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                    Column Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                    Pie Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                    Area Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                    Scatter Plot Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                    Play with Charts Properties Using MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                    Export the Chart as Image

                                                                                                                                                                                                                                                                                                                                                                                                                                    Understanding plt. subplots () notation

                                                                                                                                                                                                                                                                                                                                                                                                                                    Legend Alignment of Chart using MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                    Create Charts as Image

                                                                                                                                                                                                                                                                                                                                                                                                                                    Other Useful Properties of Charts.

                                                                                                                                                                                                                                                                                                                                                                                                                                    Complete Understanding of Histograms

                                                                                                                                                                                                                                                                                                                                                                                                                                    Plotting Different Charts, Labels, and Labels Alignment etc.

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                                                                                                                                                                                                                                                                                                                                                                                                                                • Introduction to Seaborn
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Introduction to Seaborn

                                                                                                                                                                                                                                                                                                                                                                                                                                    Making a scatter plot with lists

                                                                                                                                                                                                                                                                                                                                                                                                                                    Making a count plot with a list

                                                                                                                                                                                                                                                                                                                                                                                                                                    Using Pandas with seaborn

                                                                                                                                                                                                                                                                                                                                                                                                                                    Tidy vs Untidy data

                                                                                                                                                                                                                                                                                                                                                                                                                                    Making a count plot with a Dataframe

                                                                                                                                                                                                                                                                                                                                                                                                                                    Adding a third variable with hue

                                                                                                                                                                                                                                                                                                                                                                                                                                    Hue and scattera plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Hue and count plots

                                                                                                                                                                                                                                                                                                                                                                                                                                • Visualizing Two Quantitative Variables
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Introduction to relational plots and subplots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Creating subplots with col and row

                                                                                                                                                                                                                                                                                                                                                                                                                                    Customizing scatters plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Changing the size of scatter plot points

                                                                                                                                                                                                                                                                                                                                                                                                                                    Changing the style of scatter plot points

                                                                                                                                                                                                                                                                                                                                                                                                                                    Introduction to line plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Interpreting line plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Visualizing standard deviation with line plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Plotting subgroups in line plots

                                                                                                                                                                                                                                                                                                                                                                                                                                • Visualizing a Categorical and a Quantitative Variable
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Current plots and bar plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Count plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Bar plot with percentages

                                                                                                                                                                                                                                                                                                                                                                                                                                    Customizing bar plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Box plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Create and interpret a box plot

                                                                                                                                                                                                                                                                                                                                                                                                                                    Omitting outliers

                                                                                                                                                                                                                                                                                                                                                                                                                                    Adjusting the whisk

                                                                                                                                                                                                                                                                                                                                                                                                                                    Point plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Customizing points plots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Point plot with subgroups

                                                                                                                                                                                                                                                                                                                                                                                                                                • Customizing Seaborn Plots
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Changing plot style and colour

                                                                                                                                                                                                                                                                                                                                                                                                                                    Changing style and palette

                                                                                                                                                                                                                                                                                                                                                                                                                                    Changing the scale

                                                                                                                                                                                                                                                                                                                                                                                                                                    Using a custom palette

                                                                                                                                                                                                                                                                                                                                                                                                                                    Adding titles and labels: Part 1

                                                                                                                                                                                                                                                                                                                                                                                                                                    Face Grids vs. Axes Subplots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Adding a title to a face Grid object

                                                                                                                                                                                                                                                                                                                                                                                                                                    Adding title and labels: Part 2

                                                                                                                                                                                                                                                                                                                                                                                                                                    Adding a title and axis labels

                                                                                                                                                                                                                                                                                                                                                                                                                                    Rotating x-tics labels

                                                                                                                                                                                                                                                                                                                                                                                                                                    Putting it all together

                                                                                                                                                                                                                                                                                                                                                                                                                                    Box plot with subgroups

                                                                                                                                                                                                                                                                                                                                                                                                                                    Bar plot with subgroups and subplots

                                                                                                                                                                                                                                                                                                                                                                                                                                    Well done! What’s next

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                                                                                                                                                                                                                                                                                                                                                                                                                                Artificial Intelligence
                                                                                                                                                                                                                                                                                                                                                                                                                                Machine Learning with Python Training
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                                                                                                                                                                                                                                                                                                                                                                                                                                • Machine learning is important because it gives enterprises a view of trends in ustomer behavior and business operational patterns, as well as supports the development of new products. Many of today's leading companies, such as Facebook, Google and Uber, make machine learning a central part of their operations
                                                                                                                                                                                                                                                                                                                                                                                                                                • In this program you will learn:
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Python Training Curriculum

                                                                                                                                                                                                                                                                                                                                                                                                                                    Data Analysis and Visualization using Pandas.

                                                                                                                                                                                                                                                                                                                                                                                                                                    Data Analysis and Visualization using NumPy and MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                    Introduction to Data Visualization with Seaborn

                                                                                                                                                                                                                                                                                                                                                                                                                                    Machine Learning

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                                                                                                                                                                                                                                                                                                                                                                                                                                • Introduction To Python
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Installation and Working with Python

                                                                                                                                                                                                                                                                                                                                                                                                                                    Understanding Python variables

                                                                                                                                                                                                                                                                                                                                                                                                                                    Python basic Operators

                                                                                                                                                                                                                                                                                                                                                                                                                                    Understanding the Python blocks.

                                                                                                                                                                                                                                                                                                                                                                                                                                • Python Keyword and Identiers
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Python Keyword and Identiers

                                                                                                                                                                                                                                                                                                                                                                                                                                    Python Comments, Multiline Comments.

                                                                                                                                                                                                                                                                                                                                                                                                                                    Python Indentation

                                                                                                                                                                                                                                                                                                                                                                                                                                    Understating the concepts of Operators

                                                                                                                                                                                                                                                                                                                                                                                                                                    • Arithmetic
                                                                                                                                                                                                                                                                                                                                                                                                                                      • Relational
                                                                                                                                                                                                                                                                                                                                                                                                                                        • Logical
                                                                                                                                                                                                                                                                                                                                                                                                                                          • Assignment
                                                                                                                                                                                                                                                                                                                                                                                                                                            • Membership
                                                                                                                                                                                                                                                                                                                                                                                                                                              • Identity
                                                                                                                                                                                                                                                                                                                                                                                                                                            • Introduction To Variables
                                                                                                                                                                                                                                                                                                                                                                                                                                              • Variables, expression condition and function

                                                                                                                                                                                                                                                                                                                                                                                                                                                Global and Local Variables in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                Packing and Unpacking Arguments

                                                                                                                                                                                                                                                                                                                                                                                                                                                Type Casting in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                Byte objects vs. string in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                Variable Scope

                                                                                                                                                                                                                                                                                                                                                                                                                                            • Python Data Type
                                                                                                                                                                                                                                                                                                                                                                                                                                              • Declaring and using Numeric data types

                                                                                                                                                                                                                                                                                                                                                                                                                                                Using string data type and string operations

                                                                                                                                                                                                                                                                                                                                                                                                                                                Understanding Non-numeric data types

                                                                                                                                                                                                                                                                                                                                                                                                                                                Understanding the concept of Casting and Boolean.

                                                                                                                                                                                                                                                                                                                                                                                                                                                • Strings
                                                                                                                                                                                                                                                                                                                                                                                                                                                  • List
                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Tuples
                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Dictionary
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Sets
                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Control Structure & Flow
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Statements – if, else, elif

                                                                                                                                                                                                                                                                                                                                                                                                                                                          How to use nested IF and Else in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Loops

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Loops and Control Statements.

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Jumping Statements – Break, Continue, pass

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Looping techniques in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          How to use Range function in Loop

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Programs for printing Patterns in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          How to use if and else with Loop

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Use of Switch Function in Loop

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Elegant way of Python Iteration

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Generator in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          How to use nested Loop in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Use If and Else in for and While Loop

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Examples of Looping with Break and Continue Statement

                                                                                                                                                                                                                                                                                                                                                                                                                                                          How to use IN or NOT IN keyword in Python Loop.

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Python Function, Modules and Packages
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Python Syntax

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Function Call

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Return Statement

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Arguments in a function – Required, Default, Positional, Variable-length

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Write an Empty Function in Python –pass statement.

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Lamda/ Anonymous Function

                                                                                                                                                                                                                                                                                                                                                                                                                                                          *args and **kwargs

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Help function in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Scope and Life Time of Variable in Python Function

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Nested Loop in Python Function

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Recursive Function and Its Advantage and Disadvantage

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Organizing python codes using functions

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Organizing python projects into modules

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Importing own module as well as external modules

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Understanding Packages

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Random functions in python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Programming using functions, modules & external packages

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Map, Filter and Reduce function with Lambda Function

                                                                                                                                                                                                                                                                                                                                                                                                                                                          More example of Python Function

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Python Date Time and Calendar
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Day, Month, Year, Today, Weekday

                                                                                                                                                                                                                                                                                                                                                                                                                                                          IsoWeek day

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Date Time

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Time, Hour, Minute, Sec, Microsec

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Time Delta and UTC

                                                                                                                                                                                                                                                                                                                                                                                                                                                          StrfTime, Now

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Time stamp and Date Format

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Month Calendar

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Itermonthdates

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Lots of Example on Python Calendar

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Create 12-month Calendar

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Strftime

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Strptime

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Format Code list of Data, Time and Cal

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Locale’s appropriate date and time

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • List
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • What is List.

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Length

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Append

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Insert

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Remove

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Append & Extend using “+” and Keyword

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Delete

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List related Keyword in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Revers

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Sorting

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List having Multiple Reference

                                                                                                                                                                                                                                                                                                                                                                                                                                                          String Split to create a List

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Indexing

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Slicing

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List count and Looping

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Comprehension and Nested Comprehension

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Tuple
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • What is Tuple

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tuple Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Accessing Elements in Tuple

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Changing a Tuple

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tuple Deletion

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tuple Count

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tuple Index

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tuple Membership

                                                                                                                                                                                                                                                                                                                                                                                                                                                          TupleBuilt in Function (Length, Sort)

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Dictionary
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Dict Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict Access (Accessing Dict Values)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict Get Method

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict Add or Modify Elements

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict Copy

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict From Keys.

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict Items

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict Keys (Updating, Removing and Iterating)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict Values

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict Comprehension

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Default Dictionaries

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Ordered Dictionaries

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Looping Dictionaries

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Dict useful methods (Pop, Pop Item, Str , Update etc.)

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Sets
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • What is Set

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Set Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Add element to a Set

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Remove elements from a Set

                                                                                                                                                                                                                                                                                                                                                                                                                                                          PythonSet Operations

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Frozen Sets

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Strings
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • What is Set

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Set Creation

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Add element to a Set

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Remove elements from a Set

                                                                                                                                                                                                                                                                                                                                                                                                                                                          PythonSet Operations

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Python Exception Handling
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Python Errors and Built-in-Exceptions

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Exception handing Try, Except and Finally

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Catching Exceptions in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Catching Specic Exception in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Raising Exception

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Try and Finally

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Python File Handling
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Opening a File

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python File Modes

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Closing File

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Writing to a File

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reading from a File

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Renaming and Deleting Files in Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python Directory and File Management

                                                                                                                                                                                                                                                                                                                                                                                                                                                          List Directories and Files

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Making New Directory

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Changing Directory

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Python Database Interaction
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • SQL Database connection using

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Creating and searching tables

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reading and Storing cong information on database

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Programming using database connections

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Contacting user Through Emails Using Python
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Installing SMTP Python Module

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Sending Email

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reading from le and sending emails to all users

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Reading an excel
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Working With Excel

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reading an excel le using Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Writing to an excel sheet using Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python| Reading an excel le

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python | Writing an excel le

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Adjusting Rows and Column using Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          ArithmeticOperation in Excel le.

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Play with Workbook, Sheets and Cells in Excel using Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Creating and Removing Sheets

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Formatting the Excel File Data

                                                                                                                                                                                                                                                                                                                                                                                                                                                          More example of Python Function

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Complete Understanding of OS Module of Python
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Check Dirs. (exist or not)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          How to split path and extension

                                                                                                                                                                                                                                                                                                                                                                                                                                                          How to get user prole detail

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Get the path of Desktop, Documents, Downloads etc.

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Handle the File System Organization using OS

                                                                                                                                                                                                                                                                                                                                                                                                                                                          How to get any les and folder’s details using OS

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                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Statistics
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Categorical Data

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Numerical Data

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Mean

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Median

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Mode

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Outliers

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Range

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Interquartile range

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Correlation

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Standard Deviation

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Variance

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Box plot

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Pandas
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Read data from Excel File using Pandas More Plotting, Date Time Indexing and writing to les

                                                                                                                                                                                                                                                                                                                                                                                                                                                          How to get record specic records Using Pandas Adding & Resetting Columns, Mapping with function

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Using the Excel File class to read multiple sheets More Mapping, Filling

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Nonvalue’s

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Exploring the Data Plotting, Correlations, and Histograms

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Getting statistical information about the data Analysis Concepts, Handle the None Values

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reading les with no header and skipping records Cumulative Sums and Value Counts, Ranking etc

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Reading a subset of columns Data Maintenance, Adding/Removing Cols and Rows

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Applying formulas on the columns Basic Grouping, Concepts of Aggre

                                                                                                                                                                                                                                                                                                                                                                                                                                                          gate Function

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Complete Understanding of Pivot Table Data Slicing using iLoc and Loc property (Setting Indices)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Under sting the Properties of Pivot Table in Pandas Advanced Reading

                                                                                                                                                                                                                                                                                                                                                                                                                                                          CSVs/HTML, Binning, Categorical Data

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Exporting the results to Excel Joins:

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python | Pandas Data Frame Inner Join

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Under sting the properties of Data Frame Left Join (Left Outer Join)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Indexing and Selecting Data with Pandas Right Join (Right Outer Join)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pandas | Merging, Joining and Concatenating Full Join (Full Outer Join)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pandas | Find Missing Data and Fill and Drop NA Appending DataFrame and Data

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pandas | How to Group Data How to apply Lambda / Function on Data

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Frame

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Other Very Useful concepts of Pandas in Python Data Time Property in Pandas (More and More)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                      • NumPy
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Introduction to NumPy: Numerical Python

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Importing NumPy and Its Properties

                                                                                                                                                                                                                                                                                                                                                                                                                                                          NumPy Arrays

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Creating an Array from a CSV

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Operations an Array from a CSV

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Operations with NumPy Arrays

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Two-Dimensional Array

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Selecting Elements from 1-D Array

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Selecting Elements from 2-D Array

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Logical Operation with Arrays

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Indexing NumPy elements using conditionals

                                                                                                                                                                                                                                                                                                                                                                                                                                                          NumPy’s Mean and Axis

                                                                                                                                                                                                                                                                                                                                                                                                                                                          NumPy’s Mode, Median and Sum Function

                                                                                                                                                                                                                                                                                                                                                                                                                                                          NumPy’s Sort Function and More

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • MatPlotLib
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Bar Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Column Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pie Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Area Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Scatter Plot Chart using Python MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Play with Charts Properties Using MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Export the Chart as Image

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Understanding plt. subplots () notation

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Legend Alignment of Chart using MatPlotLib

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Create Charts as Image

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Other Useful Properties of Charts.

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Complete Understanding of Histograms

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Plotting Different Charts, Labels, and Labels Alignment etc.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Introduction to Seaborn
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Introduction to Seaborn

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Making a scatter plot with lists

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Making a count plot with a list

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Using Pandas with seaborn

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Tidy vs Untidy data

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Making a count plot with a Dataframe

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Adding a third variable with hue

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Hue and scattera plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Hue and count plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Visualizing Two Quantitative Variables
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Introduction to relational plots and subplots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Creating subplots with col and row

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Customizing scatters plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Changing the size of scatter plot points

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Changing the style of scatter plot points

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Introduction to line plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Interpreting line plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Visualizing standard deviation with line plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Plotting subgroups in line plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Visualizing a Categorical and a Quantitative Variable
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Current plots and bar plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Count plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Bar plot with percentages

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Customizing bar plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Box plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Create and interpret a box plot

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Omitting outliers

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Adjusting the whisk

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Point plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Customizing points plots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Point plot with subgroups

                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Customizing Seaborn Plots
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Changing plot style and colour

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Changing style and palette

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Changing the scale

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Using a custom palette

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Adding titles and labels: Part 1

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Face Grids vs. Axes Subplots

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Adding a title to a face Grid object

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Adding title and labels: Part 2

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Adding a title and axis labels

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Rotating x-tics labels

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Putting it all together

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Box plot with subgroups

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Bar plot with subgroups and subplots

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