1. Introduction and Basics of Python
2. Operators
3. Conditional Statements
4. While Loops
5. Lists
6. Strings
7. For Loop
8. Functions
9. Dictionary
10. Tuples
11. Set
12. Object-Oriented Programming
13. File Handling
14. Exception Handling
15. Regular Expression
16. Modules and Packages
17. Data Structures
18. Higher-Order Functions
19. Python Web Scrapping
20. Virtual Environment
21. Web Application Project
22. Git and GitHub
23. Deployment
24. Python Package Manager
25. Python with MongoDB Database
26. Building API
27. Statistics with NumPy
28. Data Analysis with Pandas
29. Data Visualization with Matplotlib
30. What to do Now?

• Installation
• Python Org, Python 3
• Variables
• Print function
• Input from user
• Data Types
• Type Conversion
• First Program

• Arithmetic Operators
• Relational Operators
• Bitwise Operators
• Logical Operators
• Assignment Operators
• Compound Operators
• Membership Operators
• Identity Operators

• If Else
• If
• Else
• El If (else if)
• If Else Ternary Expression

• While loop logic building
• Series based Questions
• Break
• Continue
• Nested While Loops
• Pattern-Based Questions
• pass
• Loop else

• List Basics
• List Operations
• List Comprehensions / Slicing
• List Methods

• String Basics
• String Literals
• String Operations
• String Comprehensions / Slicing
• String Methods

• Range function
• For loop
• Nested For Loops
• Pattern-Based Questions
• Break
• Continue
• Pass
• Loop else

• Definition
• Call
• Function Arguments
• Default Arguments
• Docstrings
• Scope
• Special functions Lambda, Map, and Filter
• Recursion
• Functional Programming and Reference Functions

• Dictionaries Basics
• Operations
• Comprehensions
• Dictionaries Methods

• Tuples Basics
• Tuples Comprehensions / Slicing
• Tuple Functions
• Tuple Methods

• Sets Basics
• Sets Operations
• Union
• Intersection
• Difference and Symmetric Difference

• Classes
• Objects
• Method Calls
• Inheritance and Its Types
• Overloading
• Overriding
• Data Hiding
• Operator Overloading

• File Basics
• Opening Files
• Reading Files
• Writing Files
• Editing Files
• Working with different extensions of file
• With Statements

• Common Exceptions
• Exception Handling
• Try
• Except
• Try except else
• Finally
• Raising exceptions
• Assertion

• Basic RE functions
• Patterns
• Meta Characters
• Character Classes

• Different types of modules
• Inbuilt modules
• OS
• Sys
• Statistics
• Math
• String
• Random
• Create your own module
• Building Packages
• Build your own python module and deploy it on pip

• Stack
• Queue
• Linked Lists
• Sorting
• Searching
• Linear Search
• Binary Search

• Function as a parameter
• Function as a return value
• Closures
• Decorators
• Map, Filter, Reduce Functions

• Understanding BeautifulSoup
• Extracting Data from websites
• Extracting Tables
• Data in JSON format

• Virtual Environment Setup

• Flask
• Project Structure
• Routes
• Templates
• Navigations

• Git - Version Control System
• GitHub Profile building
• Manage your work on GitHub

• Heroku Deployment
• Flask Integration

• What is PIP?
• Installation
• PIP Freeze
• Creating Your Own Package
• Upload it on PIP

• SQL and NoSQL
• Connecting to MongoDB URI
• Flask application and MongoDB integration
• CRUD Operations
• Find
• Delete
• Drop

• API (Application Programming Interface)
• Building API
• Structure of an API
• PUT
• POST
• DELETE
• Using Postman

• Statistics
• NumPy basics
• Working with Matrix
• Linear Algebra operations
• Descriptive Statistics

• Data Analysis basics
• Dataframe operations
• Working with 2-dimensional data
• Data Cleaning
• Data Grouping

• Matplotlib Basics
• Working with plots
• Plot
• Pie Chart
• Histogram

• Discussions on how to process further with this knowledge.

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