Python

essential topics for a Python syllabus:

1. Introduction to Python
   • Installation, IDEs
   • Syntax, Variables, Data Types

2. Control Flow
   • If, Elif, Else
   • Loops (For, While)

3. Functions
   • Defining, Calling
   • Arguments, Return Values

4. Data Structures
   • Lists, Tuples
   • Dictionaries, Sets

5. Object-Oriented Programming (OOP)
   • Classes, Objects
   • Inheritance, Polymorphism, Encapsulation

6. File Handling
   • Reading/Writing Files
   • With Statements, File Modes

7. Modules and Packages
   • Importing Modules
   • Standard Libraries

8. Exception Handling
   • Try, Except
   • Finally, Raise

9. Comprehensions
   • List, Dictionary, Set
   • Generator Expressions

10. Lambda & Higher-Order Functions
    • Lambda Functions
    • Map, Filter, Reduce

11. Regular Expressions (Regex)
    • Pattern Matching
    • Search, Match, Sub

12. Working with Databases
    • SQLite Integration
    • CRUD Operations

13. Testing & Debugging
    • Unit Tests, Assert
    • Debugging Tools

14. Concurrency
    • Multithreading
    • Multiprocessing

15. Networking
    • Sockets
    •. HTTP Requests (e.g., requests module)

16. APIs
    • RESTful APIs
    • Consuming APIs

17. Web Development
    • Flask, Django Basics
    • Routes, Templates, Views

18. Data Science & Visualization
    • Numpy, Pandas
    • Matplotlib, Seaborn

19. Machine Learning Basics
    • Sci kit-learn
    • Basic Algorithms

20. Version Control
    • Git Basics
    • Working with Repositories