harvard-edge/cs249r_book

Combines interactive textbook theory, a from-scratch ML framework implementation (TinyTorch), hardware deployment labs on Arduino/Raspberry Pi/Jetson, and MLSys·im—a modeling engine for simulating infrastructure constraints at scale. The curriculum integrates hands-on coding, real-world deployment trade-offs, and infrastructure reasoning to teach end-to-end intelligent systems engineering beyond isolated model development.

22,573 stars. Actively maintained with 898 commits in the last 30 days.