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5 GitHub repositories that teach AI/ML by doing

These are the resources I'd use to move from AI concepts to useful projects. Pick one, clone it, and follow the examples.

  1. 01AI Agents for BeginnersStructured lessons for AI agents, tool use, planning, memory, and multi-agent patterns.Explore on GitHub
  2. 02Prompt Engineering GuideA reference of prompting, RAG, context engineering, AI agents, papers, and notebooks.Explore on GitHub
  3. 03Made With MLProduction ML-system design, training, testing, deployment, and monitoring practices.Explore on GitHub
  4. 04GenAI AgentsTutorials for conversational, RAG, planning, tool-using, and multi-agent systems.Explore on GitHub
  5. 05Hands-On Large Language ModelsPractical notebooks covering embeddings, transformers, clustering, fine-tuning, and LLM applications.Explore on GitHub

More practical resources are on the way. Browse the resource hub.