Mathmatics
- Let’s Begin!
Lectures
Probability
Linear Algebra
- MIT 18.06 Linear Algebra, Spring 2005 by Gilbert Strang
- Khanacademy - Linear Algebra
- Vector intro for linear algebra
- edwith 인공지능을 위한 선형대수
- 선형대수 - 이상화 교수님
Books
- Elementary Analysis - Kenneth A. Ross
- Real Analysis - H.L. Royden, P.M. Fitzpatrick
- Convex Optimization - Stephen Boyd
- Linear Algebra - Stephen H. Friedberg,
- Introduction to Mathematical Statistics - Robert V. Hogg
- An Introduction to Statistical Learning