Stanford's New CS 312 'Deep Learning Alchemy' Will Release All Lectures and Materials Publicly
JeremyNguyenPhD · x · 2026-09-13
Stanford's new Fall course CS 312 "Deep Learning Alchemy" starts in 10 days, taught by Tatsunori Hashimoto, Suhas Kotha, and CA Kaiyue Wen — and all recordings and class materials will be made public.
The course's stance: theory and math alone aren't enough for deep learning mastery, so students run many experiments (assignments to reproduce phenomena, quizzes testing prediction of held-out experiment outcomes, plus lectures and tutorials). It's a demanding 5-unit class; enrollment is full with only a waitlist open.
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