Courses & tutorials

82 repos

  1. build-your-own-x by codecrafters-io, 563k stars. Guides for rebuilding well-known technologies from scratch as exercises
  2. project-based-learning by practical-tutorials, 290k stars. Curated collection of hands-on tutorials built around small projects
  3. Python by TheAlgorithms, 226k stars. Collection of algorithms and data structures implemented in Python
  4. computer-science by ossu, 211k stars. Curated free path through computer science courses for self-taught study
  5. 30-seconds-of-code by Chalarangelo, 130k stars. Short JavaScript snippets and articles for leveling up coding skills
  6. LLMs-from-scratch by rasbt, 108k stars. Step-by-step notebooks for building a GPT-style LLM in PyTorch
  7. HowToCook by Anduin2017, 104k stars. Home cooking recipes and techniques written as a guide for programmers
  8. llm-course by mlabonne, 85k stars. Course with roadmaps and Colab notebooks for learning large language models
  9. ai-agents-for-beginners by microsoft, 80k stars. 18 lessons with notebooks on building AI agents from scratch
  10. ai-engineering-from-scratch by rohitg00, 79k stars. Course that teaches AI engineering by building each piece from scratch
  11. Apollo-11 by chrislgarry, 77k stars. Original source code of the Apollo 11 guidance computer
  12. AI-For-Beginners by microsoft, 71k stars. 12-week course with 24 lessons on AI fundamentals and practice
  13. up by byoungd, 71k stars. Chinese-English guide to lifelong learning, AI, career and life topics
  14. annotated_deep_learning_paper_implementations by labmlai, 68k stars. 60+ deep learning paper implementations in PyTorch with side-by-side notes
  15. Java by TheAlgorithms, 67k stars. Algorithms and data structures implemented in Java
  16. 33-js-concepts by leonardomso, 67k stars. 33 JavaScript concepts every developer should know
  17. DeepTutor by HKUDS, 59k stars. AI tutor with multi agent research and retrieval for personalized learning
  18. ai-agent-book by bojieli, 58k stars. Open-source book on AI agent design with full text, PDF, and chapter code
  19. first-contributions by firstcontributions, 57k stars. Beginner guide for making a first pull request to open source
  20. kubernetes-the-hard-way by kelseyhightower, 51k stars. Step-by-step guide to bootstrapping a Kubernetes cluster by hand
  21. claude-howto by luongnv89, 47k stars. Example-driven tutorial and templates for learning Claude Code
  22. data-engineering-zoomcamp by DataTalksClub, 47k stars. Free nine-week course on building data pipelines with Kafka, Spark and dbt
  23. OpenMAIC by THU-MAIC, 44k stars. Multi-agent AI classroom that runs interactive lessons in the browser
  24. project-nomad by Crosstalk-Solutions, 44k stars. Offline knowledge server with Wikipedia, books, courses, maps and optional local AI
  25. ai-engineering-hub by patchy631, 42k stars. Tutorials on LLMs, RAG, and AI agent apps, mostly as Jupyter notebooks
  26. everyone-can-use-english by ZuodaoTech, 40k stars. Chinese-language project for learning English
  27. craft-anything by storytold, 33k stars. Tool for learning how software works by crafting your own version
  28. anki by ankitects, 33k stars. Desktop flashcard program using spaced repetition, with a Rust core
  29. 90DaysOfDevOps by MichaelCade, 31k stars. Structured self-study DevOps course covering Kubernetes, containers, IaC and more
  30. GenAI_Agents by NirDiamant, 25k stars. Tutorial notebooks on agent designs, from chatbots up to multi-agent systems
  31. DSA-Bootcamp-Java by kunal-kushwaha, 24k stars. Code, assignments and notes for a Java data structures and algorithms course
  32. nowinandroid by android, 22k stars. Sample Android app built with Kotlin and Jetpack Compose as a reference
  33. 90DaysOfCyberSecurity by farhanashrafdev, 21k stars. A 90-day study plan with daily tasks and resources for cybersecurity
  34. ml-engineering by stas00, 20k stars. Open book on training and scaling large language models on clusters
  35. the-craft-of-selfteaching by xiaolai, 19k stars. Jupyter notebooks on learning and teaching yourself
  36. ziwei-doushu by Renhuai123, 18k stars. Open-source Zi Wei Dou Shu chart engine with the four transformations system
  37. quine-relay by mame, 15k stars. Quine that runs through over 100 programming languages in a loop
  38. Anki-Android by ankidroid, 12k stars. Android client for Anki spaced repetition flashcards
  39. TypeWords by zyronon, 12k stars. Typing-based practice app for memorizing English words
  40. production-agentic-rag-course by jamwithai, 10k stars. Course on building production agentic RAG systems

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