Notes

Notes summarized with the help of ChatGPT and Grok.

Some mathematical expressions will not be parsed on GitHub. For a better reading experience, please use Visual Studio Code (and use the open preview option to read these markdown format files).

1) Advances in Deep Learning

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

2) 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/ at UT Austin, Texas

3) Mathematics for Machine Learning

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

4) Parallel Computing

Lecture notes for the Parallel Computing course offered in the Fall 2023 cohort at Stanford. Lectures: YouTube, Course Website: https://gfxcourses.stanford.edu/cs149/fall23/.