Python Programming Mastery

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About Course

Python is one of the most popular programming languages due to its simplicity, readability, and versatility. It is widely used in web development, data science, artificial intelligence, automation, and software engineering.

What Will You Learn?

  • Learn Python from basics to advanced topics including data structures, OOP, and frameworks

Course Content

Python Foundations
Introduction to Python: history, features, installation, IDEs. Basic syntax, indentation, and comments. Variables, data types, and type casting. Operators (arithmetic, logical, comparison, bitwise). Strings, Lists, Tuples, Dictionaries, Sets (operations and methods). Input/Output and basic programs. Control flow: if, elif, else, loops (for, while), loop control.

Functions, Modules, and Error Handling
Defining and calling functions. Function arguments (*args, **kwargs). Recursion and lambda functions. Modules and packages (standard library + custom). File handling (read, write, append, binary/text). Exception handling (try, except, finally). Logging and debugging basics.

Data Structures, Algorithms & OOP
Built-in data structures vs custom. Stacks, queues, linked lists, trees, graphs (basics). Searching & sorting algorithms. Big-O complexity (time & space). Object-Oriented Programming: Classes, objects, attributes, and methods. Encapsulation, inheritance, polymorphism, abstraction. Special methods (__init__, __str__, operator overloading). Composition vs inheritance.

Advanced Python Concepts
Iterators and generators. Decorators (function & class). Context managers (with). Regular expressions. Multithreading, multiprocessing. Async programming with asyncio. Virtual environments and dependency management.

Frameworks, Libraries & Real-World Applications
Web development: Flask basics, Django overview. Data handling: NumPy, Pandas, Matplotlib, Seaborn. Machine learning introduction: Scikit-learn. Automation: Web scraping (BeautifulSoup, requests), Excel/Word automation. Testing: unittest, pytest, TDD. Building projects: Beginner: Calculator, To-Do List. Intermediate: Blog API, Data Dashboard. Advanced: Django E-commerce, AI/ML project.

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