Learn how to design, develop, deploy and iterate on production-grade ML applications.

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

🔗 Some useful websites for programmers.

Papers from the computer science community to read and discuss.

A collective list of free APIs

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

A curated list of engineering blogs

🎓 Path to a free self-taught education in Computer Science!

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

📚 Freely available programming books

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

Master programming by recreating your favorite technologies from scratch.

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

😎 Awesome lists about all kinds of interesting topics

A list of free datasets that provide streaming data

A topic-centric list of HQ open datasets.

Real-Time Vehicle and Activity Detection using Smartphone Sensors