I feel like it's obligatory to also drop a link to the 3blue1brown series on linear algebra, for anyone interested in learning - it is a step up from what's in this post, but these videos are brilliant and still super accessible:
https://youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFit...