harvard-edge/cs249r_book
Summary
An open-source textbook on Machine Learning Systems from Harvard, covering principles and practices of engineering AI systems, with companion labs and kits.
View Cached Full Text
Cached at: 07/02/26, 11:33 AM
English • Chinese • Japanese • Korean
📘 Textbook • 📗 Vol I + 📘 Vol II • 🔥 TinyTorch • 🔬 Labs • 🔮 MLSys·im • 💼 StaffML
📚 Hardcopy edition coming 2026 with MIT Press.
The world is rushing to build AI systems. It is not engineering them.
The repository is the curriculum.
1
2
3
4
The two-volume split replaces the single-volume edition at launch.
Coming soon!
Similar Articles
@jimclydego: Harvard just open-sourced a full Machine Learning Systems textbook. Most ML courses teach you how to train models. This…
Harvard has open-sourced a comprehensive two-volume Machine Learning Systems textbook that covers engineering AI systems for real-world constraints, including distributed training, production inference, edge deployment, and governance, with hands-on components like TinyTorch, hardware kits, and interactive tools.
@swapnakpanda: Cambridge's Books on AI & ML (FREE DOWNLOAD): 1. Understanding Machine Learning https://cs.huji.ac.il/~shais/Understand…
A curated list of free Cambridge textbooks covering machine learning, deep learning, mathematics, and related topics, with direct download links.
@mdancho84: Harvard just open-sourced its entire ML Systems curriculum. Free. Public. 6 pillars. Hundreds of pages. And it won't ge…
Harvard has open-sourced its entire ML Systems curriculum, but the author argues it alone won't get data scientists high-paying AI roles.
Introduction-to-Autonomous-Robots/Introduction-to-Autonomous-Robots
An open textbook covering computational principles of autonomous robots, available as source code on GitHub and as a print version from MIT Press.
HenryNdubuaku/maths-cs-ai-compendium
An open, unconventional textbook covering mathematics, computer science, and artificial intelligence from first principles, including an MCP server for AI assistants to use as a knowledge base.