Python

This course is designed to provide a comprehensive understanding of Python programming language. It covers basic to advanced concepts, practical applications, and best coding practices.

Module 1: Introduction to Python

• ✓  Introduction to Python and its history
• ✓  Setting up Python environment (installation, IDEs)
• ✓  Basic syntax and structure
• ✓  Printing and commenting in Python
• ✓  Variables and data types

Module 2: Control Flow and Functions

• ✓  Conditional statements (if, elif, else)
• ✓  Loops (for, while)
• ✓  Control flow structures
• ✓  Functions and function arguments
• ✓  Return statements and scope

Module 3: Data Structures in Python

• ✓  Lists: creation, indexing, slicing, manipulation
• ✓  Tuples: creation, unpacking, immutability
• ✓  Dictionaries: creation, accessing, modifying
• ✓  Sets: creation, operations

Module 4: File Handling and Exceptions

• ✓  Opening and closing files
• ✓  Reading from and writing to files
• ✓  File modes and permissions
• ✓  Handling exceptions (try, except, finally)
   

Module 5: Object-Oriented Programming (OOP)

• ✓  Introduction to OOP concepts
• ✓  Classes and objects
• ✓  Attributes and methods
• ✓  Inheritance and polymorphism
• ✓  Encapsulation and abstraction
   

Module 6: Advanced Topics in Python

• ✓  Decorators and closures
• ✓  Generators and iterators
• ✓  Context managers
• ✓  Lambda functions
• ✓  Regular expressions
   

Module 7: Working with Modules and Packages

• ✓  Creating and importing modules
• ✓  Exploring built-in modules (os, sys, datetime, etc.)
• ✓  Creating and using packages
• ✓  Installing and using third-party packages with pip
   

Module 8: Introduction to Data Science with Python 

• ✓  Introduction to data science and its applications
• ✓  NumPy: arrays, operations, indexing
• ✓  Pandas: dataframes, series, manipulation
• ✓  Data visualization with Matplotlib and Seaborn
   

Module 9: Web Development with Python

• ✓  Introduction to web development
• ✓  Flask framework: setup, routes, templates
• ✓  Django framework: MVC architecture, models, views, templates
• ✓  Working with databases (SQLite, ORM)

Module 10: Final Project

✓  Students will work on a final project to demonstrate their understanding and application of Python programming concepts learned throughout the course.