Subtle notes relative to SVD

Links:

[1] Link to PDF with notes about SVD

[2] Link to EE263 videos from youtube

[3] Prove of Orthogonal Procrustes Theorem: https://graphics.stanford.edu/courses/cs205a-13-fall/assets/notes/chapter6.pdf, page 6-7.