Notebooks
Linear algebra
Also see:
Basic Mathematics for Quantum Mechanics
Online resources
The Matrix Cookbook
by Kaare Brandt Petersen and Michael Syskind Pedersen
Singular Value Decomposition
by Steven Brunton.