Module 1: Introduction to Python

• Overview of Python and its features
• History and evolution of Python
• Setting up the Python development environment

Module 2: Python Basics

• Variables, data types, and operators
• Control structures (if-else, for, while)
• Functions and modules

Module 3: Data Structures

• Lists and tuples
• Dictionaries and sets
• Understanding data structure operations and indexing

Module 4: Object-Oriented Programming (OOP) Concepts

• Classes and objects
• Inheritance and polymorphism
• Encapsulation and abstraction

Module 5: File Input/Output

• Understanding file operations (read, write, append)
• Working with text and binary files
• Understanding file modes and permissions

Module 6: Exception Handling

• Understanding exceptions and errors
• Try-except blocks and exception handling
• Creating custom exceptions

Module 7: Modules and Packages

• Understanding modules and packages
• Importing and using modules
• Creating and distributing packages

Module 8: Advanced Topics

• Understanding decorators and generators
• Using lambda functions and map-reduce
• Introduction to asynchronous programming

Module 9: Data Analysis and Visualization

• Introduction to popular libraries (Pandas, NumPy, Matplotlib)
• Understanding data analysis and visualization concepts
• Working with data structures and visualization tools

Module 10: Web Development

• Introduction to popular frameworks (Flask, Django)
• Understanding web development concepts and frameworks
• Building a simple web application

Module 11: Project and Assessment

• Working on a project that integrates Python concepts
• Review of key concepts and assessment