Lecture 1 - review of vector spaces and subspaces

Lecture 2- review of matrix subspaces

Lecture 3 - bases, direct sums, to be added later.

Lecture 4 - coordinates

Lecture 5 - coordinates and direct sums

Lecture 6 - QR factorization

Lecture 7 - Jordan canonical form

Lecture 8 - Singular value decomposition