Introduction to Python:
Overview of Python and its features.
Installation and setup of Python interpreter.
Running Python scripts and using the interactive shell.
Python Basics:
Variables, data types, and operators.
Basic input and output.
Control structures: if statements, loops (for, while).
Functions and modules.
Data Structures:
Lists, tuples, and dictionaries.
Strings and string manipulation.
Sets.
Working with files.
Object-Oriented Programming (OOP):
Introduction to OOP concepts.
Classes and objects.
Inheritance and polymorphism.
Encapsulation and abstraction.
Error Handling:
Exception handling using try-except blocks.
Handling specific exceptions.
Using finally block for cleanup actions.
Advanced Topics:
Iterators and generators.
Decorators.
Context managers.
Working with regular expressions.
Working with External Libraries:
Introduction to popular Python libraries like NumPy, pandas, matplotlib, etc.
Installation and basic usage of external libraries.
Examples of using external libraries for data analysis, visualization, etc.
Web Development with Python:
Introduction to web frameworks like Flask or Django.
Building simple web applications.
Handling HTTP requests and responses.
Database Interaction:
Introduction to databases.
Using SQL databases with Python (e.g., SQLite, MySQL).
Object-Relational Mapping (ORM) with libraries like SQLAlchemy.
Testing and Debugging:
Writing test cases with the unittest or pytest framework.
Debugging techniques and tools.
Project Work:
Putting everything learned into practice by working on a project.
Encouraging creativity and problem-solving skills.
Best Practices and Code Style:
Writing clean and readable code.
Following Pythonic conventions (PEP 8).
Using documentation and comments effectively.
Deployment and Version Control:
Basics of version control with Git.
Deploying Python applications to servers or cloud platforms.
Additional Topics (Optional):
Introduction to data science with Python.
Machine learning and AI basics.
Working with APIs.
Introduction to game development with libraries like Pygame