---
title: 線性代數 - online resources
tags: Linear algebra
---

---

## Textbooks
1. Linear algebra done wrong,
* [Ilya Kapovich - University of Illinois at Urbana-Champaign](https://faculty.math.illinois.edu/~kapovich/416-11/416-11.html)
* [Peter Mayr - University of Colorado Boulder](https://math.colorado.edu/~mayr/teaching/math2135fall19/)
3. John B. Fraleigh & Raymond A. Beauregard, Linear algebra
4. Jim Hefferon, [Linear Algebra](http://joshua.smcvt.edu/linearalgebra/book.pdf)
5. Stephen Boyd & Lieven Vandenberghe, [Applied linear algebra](https://web.stanford.edu/~boyd/vmls/?fbclid=IwAR07pIdngeNoYxGWkjIucgsniX-kUdBWugYUIqE-WA3IJnWSPxX_xh6at-0)
6. S. Friedberg, A. Insel and L. Spence, Linear Algebra (Fourth Edition), Pearson 2014
7. Sheldon Axler, Linear algebra done right
* [Alex S. Dugas - University of California at Santa Barbara](http://web.math.ucsb.edu/~asdugas/108A/index.html)
9. Howard Anton & Chris Rorres, Elementary Linear Algebra
10. K. Hoffman & R. Kunze, Linear Algebra 2nd edition (Pearson 2011)

## Online resources

### Introduction to linear algebra
* [Keenan Crane - Linear Algebra Review (CMU 15-462/662)](https://youtu.be/2c8XQlQApx8)
* [3blue1brown - Essence of linear algebra](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)
* [李宏毅 - PCA](https://youtu.be/iwh5o_M4BNU)

### Online courses
* [MIT - Linear algebra - Gilbert Strang](https://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebra-fall-2011/index.htm)
* [MIT - Linear algebra](https://ocw.mit.edu/courses/mathematics/18-700-linear-algebra-fall-2013/index.htm)
* [NCTU - Linear algebra I](https://ocw.nctu.edu.tw/course_detail.php?bgid=1&gid=1&nid=271&page=3)
* [NCTU - Linear algebra II](https://ocw.nctu.edu.tw/course_detail.php?bgid=1&gid=1&nid=361&page=3)
* [MIT - A 2020 Vision of Linear Algebra](https://ocw.mit.edu/resources/res-18-010-a-2020-vision-of-linear-algebra-spring-2020/index.htm)