Python

Why Python?

Python is known for its simplicity and readability. It's the go-to language for data science, machine learning, AI, web development, automation, and scientific computing.

Getting Started

• Official Python Tutorial - Start here for basics
• Learn Python - Interactive Python tutorial
• Real Python - Tutorials and articles

Core Concepts

• Data Types: Strings, integers, lists, dictionaries, sets
• Control Flow: if/else, loops, comprehensions
• Functions: Defining functions, lambda functions, decorators
• OOP: Classes, inheritance, magic methods
• Modules: Importing, creating packages, virtual environments

AI & Machine Learning

• Kaggle Learn - Free ML courses
• PyTorch Tutorials - Deep learning framework
• Hugging Face - Learn NLP and transformers
• Libraries: NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch

Practice & Projects

• HackerRank Python - Coding challenges
• Learn Python (GitHub) - Algorithms and data structures
• Project Ideas: Web scrapers, data analysis, automation scripts, chatbots