Free MIT-licensed AI Engineering Course Ships 100+ Projects Building GPTs and Agents from Raw Math
ghumare64 · x · 2026-09-30
- What: Rohit Ghumare maintains "AI Engineering from Scratch", an MIT-licensed open-source curriculum with 100+ capstone projects spanning linear algebra to autonomous agent swarms.
- Philosophy: Every algorithm — backprop, tokenizers, attention, agent loops — is derived from raw math and hand-coded before frameworks like PyTorch are introduced; lessons come in Python, TypeScript, Rust, and Julia.
- How to use: Install via npx skills add rohitg00/ai-engineering-from-scratch into any SKILL.md-capable agent (Claude, Cursor, Codex), which then acts as a tutor with placement quizzes and interactive lessons.
- Fully free and runs locally.
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