AI Rank

Tutorials AI Projects

Daily ranking page for Tutorials open-source AI repositories.

Tutorials tracks 1936 repositories with 8077567 total GitHub stars.

  1. harvard-edge/cs249r_book - Machine Learning Systems (25989 stars, Python, Tutorials)
  2. microsoft/AI-For-Beginners - 12 Weeks, 24 Lessons, AI for All! (51415 stars, Jupyter Notebook, Tutorials)
  3. datawhalechina/hello-agents - 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程 (63758 stars, Python, Tutorials)
  4. shareAI-lab/learn-claude-code - Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 (69714 stars, Python, Tutorials)
  5. coreyhaines31/marketingskills - Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering. (35924 stars, JavaScript, Tutorials)
  6. rohitg00/ai-engineering-from-scratch - Learn it. Build it. Ship it for others. (37206 stars, Python, Tutorials)
  7. liyupi/ai-guide - 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MC... (16733 stars, JavaScript, Tutorials)
  8. Lordog/dive-into-llms - 《动手学大模型Dive into LLMs》系列编程实践教程 (41799 stars, Jupyter Notebook, Tutorials)
  9. microsoft/ai-agents-for-beginners - 12 Lessons to Get Started Building AI Agents (68468 stars, Jupyter Notebook, Tutorials)
  10. microsoft/generative-ai-for-beginners - 21 Lessons, Get Started Building with Generative AI (112606 stars, Jupyter Notebook, Tutorials)
  11. anthropics/claude-cookbooks - A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. (46351 stars, Jupyter Notebook, Tutorials)
  12. shanraisshan/claude-code-best-practice - from vibe coding to agentic engineering - practice makes claude perfect (61893 stars, HTML, Tutorials)
  13. github/awesome-copilot - Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot. (36135 stars, Python, Tutorials)
  14. langchain-ai/agents-from-scratch - Build an email assistant with human-in-the-loop and memory (1891 stars, Jupyter Notebook, Tutorials)
  15. rasbt/LLMs-from-scratch - Implement a ChatGPT-like LLM in PyTorch from scratch, step by step (98426 stars, Jupyter Notebook, Tutorials)
  16. luongnv89/claude-howto - A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value. (39168 stars, Python, Tutorials)
  17. walkinglabs/learn-harness-engineering - Harness engineering beginner tutorial, from 0 to 1 (9783 stars, TypeScript, Tutorials)
  18. fancyboi999/ai-engineering-from-scratch-zh - Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 503 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南 (641 stars, Python, Tutorials)
  19. datawhalechina/Agent-Learning-Hub - AI Agent 学习路线与资料库收集 (4741 stars, HTML, Tutorials)
  20. stas00/the-art-of-debugging - The Art of Debugging Open Book (1635 stars, Python, Tutorials)
  21. datawhalechina/happy-llm - 📚 从零开始构建大模型 (31777 stars, Jupyter Notebook, Tutorials)
  22. datawhalechina/easy-vibe - 💻 vibe coding 2026 | Your First Modern Coding course beginners to master step by step. (17717 stars, JavaScript, Tutorials)
  23. didilili/ai-agents-from-zero - 🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级... (2433 stars, Python, Tutorials)
  24. microsoft/ML-For-Beginners - 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all (87656 stars, Jupyter Notebook, Tutorials)
  25. ZJU-LLMs/Foundations-of-LLMs - A book for Learning the Foundations of LLMs (16431 stars, Unknown, Tutorials)
  26. HKUSTDial/Supervisor-Skills - 将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿，你的 AI 科研副导师。 (3535 stars, Python, Tutorials)
  27. FareedKhan-dev/train-llm-from-scratch - A straightforward method for training your LLM, from downloading data to generating text. (8003 stars, Python, Tutorials)
  28. datawhalechina/all-in-rag - 🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/ (9167 stars, Python, Tutorials)
  29. sirmalloc/ccstatusline - 🚀 Beautiful highly customizable statusline for Claude Code CLI with powerline support, themes, and more. (11422 stars, TypeScript, Tutorials)
  30. adongwanai/AgentGuide - https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成 (6560 stars, HTML, Tutorials)
  31. tkarim45/Beginner-Data-Science-Projects - This repository is a curated collection of hands-on data science projects tailored for beginners. Whether you're just starting your journey in data scie... (2698 stars, Jupyter Notebook, Tutorials)
  32. Developer-Y/cs-video-courses - List of Computer Science courses with video lectures. (82226 stars, Unknown, Tutorials)
  33. DataTalksClub/machine-learning-zoomcamp - Learn ML engineering for free in 4 months! Register here 👇🏼 (13489 stars, Jupyter Notebook, Tutorials)
  34. d2l-ai/d2l-zh - 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。 (78664 stars, Python, Tutorials)
  35. dair-ai/Prompt-Engineering-Guide - 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents. (76179 stars, MDX, Tutorials)
  36. huggingface/agents-course - This repository contains the Hugging Face Agents Course. (29784 stars, MDX, Tutorials)
  37. bozhouDev/codex-orange-book - Codex 橙皮书：从安装到实战案例的全链路 Codex 使用指南（非官方开源，含可下载 PDF） (2560 stars, HTML, Tutorials)
  38. patchy631/ai-engineering-hub - In-depth tutorials on LLMs, RAGs and real-world AI agent applications. (36302 stars, Jupyter Notebook, Tutorials)
  39. humanlayer/12-factor-agents - What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers? (23949 stars, TypeScript, Tutorials)
  40. xindoo/agentic-design-patterns - 谷歌新书Agent设计模式(agentic design patterns)最佳中文版，持续优化。附：在线阅读、pdf和epub电子书下载。 (6617 stars, HTML, Tutorials)
  41. KimYx0207/AI-Coding-Guide-Zh - Claude Code + OpenClaw + Codex 中文教程 | 39篇完整教程 + 1张速查卡 | 80万+内容量 | 1500+实操示例 | AI Coding / Agent 三线学习路径 (5111 stars, Unknown, Tutorials)
  42. datawhalechina/agentic-ai - 本项目围绕吴恩达老师在DeepLearning.AI出品的Agentic-ai系列课程，为学习者打造中文翻译与知识整理教程。项目提供课程内容翻译、知识点梳理和示例代码解读等内容，欢迎大家Star! (1028 stars, Jupyter Notebook, Tutorials)
  43. mlabonne/llm-course - Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. (80656 stars, Unknown, Tutorials)
  44. paullarionov/claude-certified-architect - This repository contains study materials for the **Claude Certified Architect — Foundations** certification. (3225 stars, HTML, Tutorials)
  45. ombharatiya/ai-system-design-guide - AI system design guide for engineers building production AI systems and evals. (2037 stars, Unknown, Tutorials)
  46. Windy3f3f3f3f/claude-code-from-scratch - Build your own Claude Code from scratch. 🔍 Claude Code 开源了 50 万行代码，读不动？用 ~4000 行 TypeScript / Python 从零复现核心架构，11 章分步教程带你理解 coding agent 精髓 (2072 stars, Python, Tutorials)
  47. datawhalechina/deepagents-in-action - 📚 《Deep Agents 实战》—— LangChain 官方大使出品，基于 LangChain / LangGraph 生态，从零构建生产级 AI Agent 的完整指南 (1032 stars, Astro, Tutorials)
  48. anthropics/prompt-eng-interactive-tutorial - Anthropic's Interactive Prompt Engineering Tutorial (36839 stars, Jupyter Notebook, Tutorials)
  49. GeeeekExplorer/nano-vllm - Nano vLLM (14294 stars, Python, Tutorials)
  50. Snailclimb/JavaGuide - Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发 (156772 stars, JavaScript, Tutorials)
  51. Infrasys-AI/AISystem - AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术 (17138 stars, Jupyter Notebook, Tutorials)
  52. datawhalechina/self-llm - 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程 (31136 stars, Jupyter Notebook, Tutorials)
  53. AccumulateMore/CV - ✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】 (22359 stars, Jupyter Notebook, Tutorials)
  54. TianxingChen/Embodied-AI-Guide - [Lumina具身智能社区] 具身智能技术指南 Embodied-AI-Guide (14577 stars, Unknown, Tutorials)
  55. decodingai-magazine/second-brain-ai-assistant-course - Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques. (2874 stars, Jupyter Notebook, Tutorials)
  56. chiphuyen/aie-book - [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025) (16344 stars, Jupyter Notebook, Tutorials)
  57. digitalinnovationone/potencializando-estudos-carreira-com-ia - Curso "Potencializando Seus Estudos e Carreira com IA: De Chatbots a Agentes" (2708 stars, Unknown, Tutorials)
  58. MathFoundationRL/Book-Mathematical-Foundation-of-Reinforcement-Learning - This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning." (16888 stars, MATLAB, Tutorials)
  59. mrdbourke/zero-to-mastery-ml - All course materials for the Zero to Mastery Machine Learning and Data Science course. (6139 stars, Jupyter Notebook, Tutorials)
  60. karpathy/micrograd - A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API (16557 stars, Jupyter Notebook, Tutorials)

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