Math for Machine Learning
author:Hal Daume III
The goal of this document is to provide a “refresher” on continuous mathematics for computer science students. It is by no means a rigorous course on these topics. The presentation, motivation, etc., are all from a machine learning perspective. The hope, however, is that it’s useful in other contexts. The two majortopics covered are linear algebra and calculus (probability is currently left off).