Clean, structured, and beginner-friendly index of essential Python libraries across Data Science, Machine Learning, Deep Learning, NLP, Computer Vision, Databases, and more.

Concise, clear, and validated revision notes on using Flask framework - application structure, request handling, template rendering, and essential security and deployment best practices.

Concise, clear, and validated revision notes on Streamlit — structured for beginners and practitioners.

Concise, clear, and validated revision notes on FastAPI — Pydantic schemas, dependency injection, async patterns, and practical best practices on building high-performance APIs.

Concise, clear, and validated revision notes on Scikit-learn library for Python — practical best practices for beginners and practitioners.

Concise, clear, and validated revision notes on Docker technologies — containers, Dockerfile patterns, docker-compose, and practical best practices for beginners and practitioners.

A novice-friendly, Maslow's Hierarchy of Needs - inspired map of life priorities — from foundations to fulfillment.

Concise, clear, and validated revision notes on Pip installer for Python — structured for beginners and practitioners.

Concise, clear, and validated revision notes on Conda — structured for beginners and practitioners.

Concise, clear, and validated revision notes on Pandas — structured for beginners and practitioners.