The authors, Golub and Van Loan, are pioneers in matrix analysis. The review is encyclopedic. This is a great book to demonstrate the finer points of the art and to provide a bird’s eye view of the subject.
https://www.amazon.com/Computations-Hopkins-Studies-Mathematical-Sciences/dp/0801854148