Afonso S. Bandeira

Mathematics of Data Science

Afonso S. Bandeira, Amit Singer, Thomas Strohmer

This book is about the mathematical foundations of data science. 1. Introduction 2. Curses, Blessings, and Surprises in High Dimensions 3. Singular Value Decomposition and Principal Component Analysis 4. Linear Regression and Regularization 5. Graphs, Networks, and Clustering 6.…Read more