1. Introduction to Python
- What is Python?
- History and popularity of Python
- Installing Python and setting up the development environment
2. Python Basics
- Python interpreter and running Python code
- Basic syntax and writing your first program
- Variables, data types, and type conversion
- Working with strings
- Basic input and output
3. Control Flow
- Conditional statements (if, else, elif)
- Loops (for and while)
- Break and continue statements
- Exception handling (try and except)
4. Data Structures
- Lists and accessing elements
- List manipulation (adding, removing, updating)
- Tuples and accessing elements
- Sets and accessing elements
- Dictionaries and accessing elements
5. Functions and Modules
- Defining and calling functions
- Function parameters and return values
- Modules and importing modules
- Using built-in and third-party modules
- Creating and using your own modules
6. File Handling
- Opening and closing files
- Reading and writing files
- File modes and file pointers
- Exception handling for file operations
7. Object-Oriented Programming (OOP)
- Introduction to OOP concepts
- Classes and objects
- Attributes and methods
- Encapsulation, inheritance, and polymorphism
- Using objects and creating instances
8. Python Libraries and Packages
- Overview of popular Python libraries (e.g., NumPy, Pandas, Matplotlib)
- Installing and importing libraries
- Basic usage examples of selected libraries
9. Error Handling and Debugging
- Common types of errors in Python
- Debugging techniques and tools
- Handling exceptions gracefully
10. Introduction to Python Standard Library
- Overview of Python's standard library
- Exploring commonly used modules (e.g., math, datetime, random)
- Basic usage examples of selected modules
11. Basic Input/Output (I/O) Operations
- Reading and writing text files
- Reading and writing CSV files
- Using standard I/O streams (stdin, stdout, stderr)
12. Introduction to Web Scraping
- Overview of web scraping
- Using libraries like BeautifulSoup and requests for web scraping
- Extracting data from websites