AI Engineering from Scratch
2 days ago
- #algorithm fundamentals
- #open-source learning
- #AI curriculum
- AI Engineering from Scratch is a free, open-source curriculum with 435 lessons across 20 phases, covering topics from linear algebra to autonomous swarms.
- Lessons are available in four languages—Python, TypeScript, Rust, and Julia—and each algorithm is built from raw math before integrating any frameworks like PyTorch.
- The learning approach involves reading problems, deriving math, writing code, running tests, and keeping artifacts, with no reliance on videos or hand-holding.
- The curriculum is hosted on GitHub, where it can be cloned or forked for self-paced learning without paywalls or signups, running on your own machine.