StaffML: ML systems interview practice, with worked problems grounded in the physics of the hardware. Start practicing →
The books: Introduction to Machine Learning Systems · Scaling Machine Learning Systems (preview) · Agentic Machine Learning Systems (in preparation) · Physical AI (in preparation). All are open access.
Companion resources: TinyTorch (build) · Hardware Kits (deploy) · MLSys·im (model) · Labs (explore) · Lecture Slides (teach) · Instructor Hub (teach) · StaffML (practice) · Newsletter