Every AI engineer skill, in the right order

The printable companion to the video and the free interactive map. Page 1 is the whole AI Engineer Map on one poster: 229 concepts in 12 tracks, linked by what you need to learn first. Page 2 has all six goal paths (AI agent, RAG chatbot, MCP server, fine-tuning, how GPT works, getting hired) with the concepts, hours of free video and math each one needs, the first steps and the final-step video. Every concept links to a free video on the live map.

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