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My Notes, Blogs, and Presentations

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Learning Materials

Linear Algebra

https://cs229.stanford.edu/section/cs229-linalg.pdf

Mathematical Statistics

https://stat510.org/

https://www.youtube.com/watch?v=uh8zeeYj2Us&list=PLBgxzZMu3GpPDtC282Q1bBCEKaG7n1Uc_

https://web.stanford.edu/class/archive/stats/stats200/stats200.1172/lectures.html

Statistics (Social Science)

https://www.stat.cmu.edu/~hseltman/309/

https://bookdown.org/ts_robinson1994/10EconometricTheorems/

https://github.com/rmcelreath/stat_rethinking_2026?tab=readme-ov-file

Structural Models

https://eml.berkeley.edu/books/choice2.html

NLP

https://lena-voita.github.io/nlp_course.html