Here's a comprehensive course on Python that covers the basics, advanced concepts, and practical applications with code samples. By the end of this course, you will be well-versed in Python programming and its various applications.
Course Outline:
Introduction to Python
- Installing Python
- Python environment and editor
- Hello World program
Data Types and Operators
- Variables and data types
- Basic operators (+, -, *, /)
- Strings and string operations
- Lists, tuples, and dictionaries
Control Flow and Functions
- If-else statements
- Loops (for and while)
- Functions and modules
- Lambda functions and map()
Advanced Concepts
- Object-oriented programming
- File I/O
- Exception handling
- Decorators
Applications of Python in STEM
- Data analysis with Pandas and NumPy
- Machine learning with Scikit-Learn and TensorFlow
- Robotics with PySerial and PyUSB
- Computer vision with OpenCV