[darrickw]

Check out this series of videos "The Essence of Linear Algebra"[1] for a really powerful visual and intuitive explanation. It starts with vectors and builds to matrix multiplication and further to several other topics.

[1]: https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2x...