


math-basics-for-ai
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Math basics course materials
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## Logistics - Lecturer: [Evgeniya Korneva](https://www.linkedin.com/in/evgeniyako/) - Pre-recorder video lectures: see group chat. - Live practical sessions: *Wednesdays & Fridays 19:00 Moscow time*. Recordings are uploaded afterwards. - Office hours: upon request ## Useful Resources ### Linear Algebra - (course) [Topics in Linear Algebra](https://web.auburn.edu/holmerr/2660): lecture notes + quizes. - (Youtube playlist) [Linear Algebra for Engineers](https://youtube.com/playlist?list=PLkZjai-2Jcxlg-Z1roB0pUwFU-P58tvOx): a series of videos covering the most important concepts. - (lecture notes) [Linear Algebra in 25 Lectures (UC Davis)](https://www.math.ucdavis.edu/~linear/linear.pdf) - (book) [Introduction to Applied Linear Algebra](http://vmls-book.stanford.edu/) - (book) [Deep Learning](https://www.deeplearningbook.org/) - Part I ### Calculus - (Youtube playlist) [Essence of Calculus](https://youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr) - (lecture notes) Intr