Stanford’s Deep Learning Alchemy teaches through experiments and prediction

Stanford CS 312’s Deep Learning Alchemy course centers on hands-on experiments and quizzes that test students’ ability to predict results, according to its course site. A user calls constructing theory with Claude “transformative and surprisingly challenging” and wonders whether prior machine-learning knowledge was ever that critical. The course site says AI tools are allowed on assignments, but quizzes prohibit external resources.