GitHub - harvard-edge/cs249r_book: Introduction to Machine Learning Systems
7 days ago
- #Machine Learning Systems
- #AI Engineering
- #Educational Resources
- AI engineering is the discipline of building efficient, reliable, safe, and robust intelligent systems that operate in the real world.
- The mission is to establish AI engineering as a foundational discipline alongside software engineering and computer engineering.
- The repository includes a textbook, TinyTorch framework, hardware kits, and co-labs to connect principles to runnable code and real devices.
- Three main paths for learning: READ (textbook), BUILD (TinyTorch), and DEPLOY (hardware kits).
- The textbook bridges machine learning concepts with systems engineering, covering topics like memory constraints, hardware acceleration, and MLOps.
- The project aims to reach 1 million learners by 2030 to make AI engineering a shared, teachable discipline.
- Contributions are welcome for the textbook, TinyTorch, and hardware labs, with a dual-license structure for content and code.