Free open-source roadmap: 503 lessons, 20 phases, 320 hours of AI engineering
mdancho84 · x · 2026-11-08
Matt Dancho highlights a free open-source roadmap called AI Engineering from Scratch: 503 lessons, 20 phases, and roughly 320 hours of content on GitHub. Aimed at data scientists transitioning into AI engineering, it goes beyond using frameworks to teach how to build complete AI systems from scratch.
Related event: Free open-source course "AI Engineering from Scratch" offers 503 lessons(3 posts)→
More from coding & agent
- 12 years, 8,000 commits: solo dev takes Spartan engine from yellow triangle to drivable island — ssh4net · 2026-11-08
- FFmpeg's Assembly code is the go-to test for whether LLMs can out-code human engineers — sh4dy_0011 · 2026-11-08
- DIY LLM vulnerability scanner finds 10 bugs for ~$20/day, 8 novel vs CodeQL — _h4xr · 2026-11-08
- leaf: a terminal Markdown previewer with GUI-like rendering and Mermaid support — 4310sy · 2026-11-08
- AILv1: An Open-Source Context Handover Format for Agents, with an MCP Server — fireheart_101 · 2026-11-08
- Perplexity CEO on Joe Rogan: the desk job was a sales strategy, and AI taking it over isn't bad — 2C_ornot2C · 2026-11-08