Python

🚀Core Python Cencepts

• Data Types & Structures: List, Tuples, Sets, Dictionaries, Strings
• Control Structures: if-else, for, while, break, continue, pass
• Functions & Scope: parameters and arguments, (*args, **kwargs)
• OOP: Classes and Objects, Inheritance, polymorphism, encapsulation, abstraction.
• Error Handling: try-except, finally, raise.

🔥Advanced Python

• List, Dictionary, and Set Comprehensions.
• Iterators & Generators: yield, next(), iter().
• Lambda Functions.
• Higher-order Functions: map(), filter(), reduce().
• Decorators & Closures.
• Context Managers: with statement and custom context managers.
• Multithreading & Multiprocessing.

💡Data Structures & Algorithms

• Sorting Algorithms: Bubble Sort, Merge Sort, Quick Sort.
• Searching Algorithms: Binary Search, Linear Search.
• Recursion and Backtracking.
• Dynamic Programming.
• Data Structure Implementation: Linked Lists, Stacks and Queues, Trees and Graphs.

⚙️File Handling & I/O

• Reading & Writing Files: .txt, .csv, .json.
• OS and Filesystem Operations.

📊 Libraries & Frameworks

• NumPy & Pandas (Data manipulation & analysis).
• Matplotlib & Seaborn (Data visualization).
• Flask/Django (Web development).
• SQLAlchemy (ORM for database interaction).

🌐APIs & Web Scraping

• REST APIs: requests library.
• Web Scraping: BeautifulSoup, Scrapy.

🛠️Testing & Debugging

• Unit Testing: unittest, pytest.
• Debugging: pdb, trace.