Chapter 11 Matrix Decompositions

This part of the book is dedicated to matrix decompositions. This is a central topic in matrix algebra, and it is also a fundamental tool for many statistical learning methods. Decompositions, even though they may seem obscure and scary the first time we encounter them, are our friends. Thanks to them we can analyze a great variety of data sets and do many great things that would otherwise be impossible.