Harvard ML Systems site bundles two free volumes with six hands-on learning tools
mdancho84 · x · 2026-10-18
The Machine Learning Systems site from Harvard offers two open-access volumes (Foundations; At Scale) with free HTML/PDF/EPUB downloads, publishing via MIT Press in 2026. Six companion resources form a full curriculum: TinyTorch (build an ML framework across 20 modules), interactive Marimo labs, first-principles performance modeling (MLSys·im), hardware deployment kits for Arduino and Raspberry Pi, StaffML interview drills, and an Instructor Hub with two-semester syllabi, rubrics and 35 lecture decks with 281 original SVG diagrams.
Related event: Harvard Open-Sources ML Systems Textbook, Nearing 30K Stars(3 posts)→
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