Title: Linear Algebra III Advanced topics
Description: This contains advanced topics such as various factorizations, singular value decompositions, Moore Penrose inverse, norms, convergence theorems, and an introduction to numerical methods like QR algorithm. 

You can download the book for free via the link below.