<aside> 💡 If you have any suggestions for material that would be appropriate to add to this compilation, please email keshavsramji [at] gmail.com!

</aside>

Courses (Videos, Course Notes)

Prerequisite Knowledge

Multivariable Calculus

<aside> 💡 MIT 18.02SC: Multivariable Calculus

• OpenCourseWare Site: https://ocw.mit.edu/courses/18-02sc-multivariable-calculus-fall-2010/ </aside>

<aside> 💡 Penn Math 1410: Calculus II

• Calculus Blue Playlists: https://www.youtube.com/@prof-g/playlists </aside>

Linear Algebra

<aside> 💡 MIT 18.06: Linear Algebra (the most famous linear algebra course — definitely find a PDF of Gilbert Strang’s book online)

• OpenCourseWare Website: https://ocw.mit.edu/courses/18-06-linear-algebra-spring-2010/ </aside>

<aside> 💡 Stanford ENGR 108: Introduction to Matrix Methods

• Book, Slides, and Lecture Videos: https://web.stanford.edu/~boyd/vmls/ </aside>

<aside> 💡 Penn CIS 5150: Fundamentals of Linear Algebra and Optimization

• Course Website: https://www.cis.upenn.edu/~cis5150/ </aside>

• Linear Algebra Done Wrong Textbook

• Linear Algebra Done Right Textbook

Probability

<aside> 💡 MIT 6.041SC: Probabilistic System Analysis and Applied Probability

• OCW Website: https://ocw.mit.edu/courses/6-041sc-probabilistic-systems-analysis-and-applied-probability-fall-2013/ </aside>

<aside> 💡 MIT 18.600: Probability and Random Variables

• MIT Course Website: https://math.mit.edu/~sheffield/spring2022math600.html </aside>

• Blitzstein and Hwang Textbook: ‣

• A First Course in Probability, 9th ed. - Sheldon Ross

Core Material