Python

Part I: Introduction to Python

1. Getting Started with Python

   • What is Python?

   • Installing Python and Setting Up IDEs

   • Writing and Running Your First Python Program

2. Python Fundamentals

   • Variables and Data Types

   • Basic Operators

   • Type Conversion and Input/Output

   • Comments and Code Structure

3. Control Structures

   • Conditional Statements (if, elif, else)

   • Loops (for, while)

   • Loop Control (break, continue, pass)

Part II: Data Handling in Python

4. Strings and String Functions

   • String Creation and Manipulation

   • String Methods and Formatting

5. Lists and Tuples

   • Creating Lists and Tuples

   • Indexing, Slicing, and Nested Structures

   • List/ Tuple Methods

6. Dictionaries and Sets

   • Dictionary Basics and Operations

   • Set Operations and Use Cases

Part III: Functions and Modular Programming

7. Functions in Python

   • Defining and Calling Functions

   • Parameters, Arguments, and Return Values

   • Lambda Functions

8. Modules and Packages

   • Importing Built-in Modules

   • Creating Custom Modules

   • Exploring the Python Standard Library

Part IV: Object-Oriented Programming

9. Classes and Objects

   • OOP Basics: Class, Object, __init__

   • Instance vs Class Variables

10. Advanced OOP Concepts

• Inheritance and Polymorphism

• Encapsulation and Abstraction

• Magic Methods (__str__, __len__, etc.)

Part V: File Handling and Exception Management

11. File I/O

• Reading and Writing Files

• Working with Text, CSV, and JSON Files

12. Error and Exception Handling

• try, except, finally

• Creating Custom Exceptions

Part VI: Libraries for Data and Web

13. NumPy for Numerical Computing

• Arrays, Operations, and Indexing

• Broadcasting and Vectorization

14. Pandas for Data Analysis

• Series and DataFrames

• Importing/Exporting Data

• Data Cleaning and Transformation

15. Matplotlib and Seaborn

• Basic and Advanced Plotting

• Customizing Charts and Graphs

16. Using APIs and JSON

• requests Module

• Consuming REST APIs

Part VII: Advanced Topics

17. Working with Databases

• Connecting to SQLite/MySQL

• CRUD Operations using sqlite3

18. Web Development with Flask

• Routing, Templates, and Forms

• Mini Web Application Project

19. Multithreading and Multiprocessing

• Threads vs Processes

• Threading and Process Pooling

20. Unit Testing in Python

• Writing and Running Unit Tests

• unittest and pytest Basics

Part VIII: Real-Life Projects

21. Project 1: Weather Forecast App

22. Project 2: Expense Tracker

23. Project 3: Student Result Management System

24. Project 4: Personal Portfolio Website

25. Project 5: Data Analytics Dashboard