**IAS/Park City Mathematics Series**

Volume: 25;
2018;
325 pp;
Hardcover

MSC: Primary 15; 52; 60; 62; 65; 68; 90;

**Print ISBN: 978-1-4704-3575-2
Product Code: PCMS/25**

List Price: $104.00

AMS Member Price: $83.20

MAA Member Price: $93.60

**Electronic ISBN: 978-1-4704-4990-2
Product Code: PCMS/25.E**

List Price: $104.00

AMS Member Price: $83.20

MAA Member Price: $93.60

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# The Mathematics of Data

Share this page *Edited by *
*Michael W. Mahoney; John C. Duchi; Anna C. Gilbert*

A co-publication of the AMS, IAS/Park City Mathematics Institute, and Society for Industrial and Applied Mathematics

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 as a text for advanced undergraduate and
beginning graduate courses, and as a survey for researchers interested
in understanding how applied mathematics broadly defined is being used
in data science. It will appeal to anyone interested in the
interdisciplinary foundations of machine learning and data science.

Titles in this series are co-published with the Institute for Advanced Study/Park City Mathematics Institute.

#### Readership

Graduate students and researchers interested in applied mathematics of data.

#### Reviews & Endorsements

What should you expect from a book titled 'The Mathematics of Data'? Nearly anything. There are numerous elementary books with similar titles that don't go far beyond showing the reader how to compute the standard deviation. But what if you saw that the book was published by AMS and SIAM? That changes everything. You know it won't be elementary, and it will probably be high quality, which is indeed the case here.

-- John D. Cook, MAA Reviews

# Table of Contents

## The Mathematics of Data

Table of Contents pages: 1 2

- Back Cover Back Cover1340

Table of Contents pages: 1 2