Tutorials and Guides¶
Hands-on learning resources to go from understanding AI concepts to building production systems. Courses, documentation, and curated collections for every skill level.
Tutorials and Guides¶
| Resource | Description | Links |
|---|---|---|
| awesome-agi-cocosci | Collection of resources on AGI from the perspective of cognitive science. | GitHub |
| Prompt Engineering Guide | Comprehensive guide to prompt engineering, RAG, context engineering, and AI agents. 73k+ stars. | promptingguide.ai |
| LLM Course | Course to get into Large Language Models with roadmaps and Colab notebooks. | GitHub |
| awesome-llm-apps | Collection of awesome LLM apps with AI Agents and RAG. 105k+ stars. | GitHub |
| AI Agents for Beginners | Microsoft's introductory course on building AI agents. | GitHub |
| LangChain Documentation | Official documentation and tutorials for the LangChain framework. | Docs |
| LlamaIndex Documentation | Official docs for LlamaIndex data framework. | Docs |
| PEFT Documentation | HuggingFace's guide to parameter-efficient fine-tuning methods. | Docs |
| DSPy Documentation | Stanford's guide to programming (not prompting) LLMs. | Docs |