Notes

Notes summarized with the help of ChatGPT and Grok.

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Advances in Deep Learning

Lecture notes for the Advances in Deep Learning course offered in the Spring 2025 cohort, taught by Professor Philipp Krähenbühl. Course lectures and slides: https://ut.philkr.net/advances_in_deeplearning/.

Deep Learning

Lecture notes for the Deep Learning course offered in the Summer 2024 cohort, taught by Professor Philipp Krähenbühl. Course lectures and slides: https://ut.philkr.net/deeplearning/.

Mathematics for Machine Learning

Chapters from Mathematics for Machine Learning by Deisenroth, A. Aldo Faisal, and Cheng Soon Ong are summarized here.