The Mathematics of Data

Download or read book The Mathematics of Data written by Michael W. Mahoney and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Data science is a highly interdisciplinary field, incorporating ideas from applied mathematics, statistics, probability, and computer science, as well as many other areas. This book gives an introduction to the mathematical methods that form the foundations of machine learning and data science, presented by leading experts in computer science, statistics, and applied mathematics. Although the chapters can be read independently, they are designed to be read together as they lay out algorithmic, statistical, and numerical approaches in diverse but complementary ways. This book can be used both a.