84% of students already use AI tools. Only 18% feel prepared to use them
professionally. This curriculum closes that gap.
503 lessons. 20 phases. ~320 hours. Python, TypeScript, Rust, Julia. Every lesson ships
a reusable artifact: a prompt, a skill, an agent, an MCP server. Free, open source, MIT.
You don't just learn AI. You build it. End-to-end. By hand.
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