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Machine Learning Systems at Scale
10+ hour, 47+ min ago (248+ words) " Volume II: At Scale. Distributed training, fleet operations, and responsible deployment. " First time here? Start with Volume I: Foundations " open access, free forever. " Alongside the book: Tiny Torch (build) " Hardware Kits (deploy) " MLSys"im (model) " Labs (explore) " Staff ML (practice) " Newsletter: ML…...
License " Machine Learning Systems
1+ mon, 1+ week ago (238+ words) " ML Systems " an open-access textbook on the engineering of intelligent systems. Vol I: Foundations " " Vol II: At Scale " " Alongside the book: Tiny Torch (build) " Hardware Kits (deploy) " MLSys"im (simulate) " Labs (explore) " Teach with it: Lecture Slides " Instructor Hub " Newsletter: ML Systems…...
MLSys'im " ML Systems Infrastructure Modeling
1+ mon, 2+ week ago (461+ words) " MLSys'im " first-principles simulation of ML training and inference; model the physics before you build. Get started " " The book: Vol I: Foundations ' Vol II: At Scale " open access, free forever. " Alongside the book: Tiny Torch (build) ' Hardware Kits (deploy) ' Labs (explore) " Newsletter: ML…...