Curated list of project-based tutorials

[IEEE T-PAMI 2024] All you need for End-to-end Autonomous Driving

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

All Algorithms implemented in Python

Advanced Python Mastery (course by @dabeaz)

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

A curated list of free courses & certifications.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

📚 Freely available programming books

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

A complete computer science study plan to become a software engineer.

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

A curated awesome list of lists of interview questions. Feel free to contribute! 🎓

The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams

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

These are the best resources for System Design on the Internet

A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.

PyTorch Tutorial for Deep Learning Researchers

📚 List of awesome university courses for learning Computer Science!

Understanding Deep Learning - Simon J.D. Prince

Modern C++ Programming Course (C++03/11/14/17/20/23/26)

This is a repo with links to everything you'd ever want to learn about data engineering

A curated list of engineering blogs

Learn how to design systems at scale and prepare for system design interviews

12 Weeks, 24 Lessons, AI for All!

A 60 days+ streak of daily learning of ML/DL/Maths concepts through projects

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.