[quibono]

This seems to be a more hands-on linear algebra intro, starting with matrices and building up from there. Note I've not actually read the whole thing, just skimmed it.

Something similar worth looking at is: https://ocw.mit.edu/courses/18-065-matrix-methods-in-data-an...