Can I read The Mathematics of Data (IAS/Park City Mathematics) (IAS/PARK CITY Mathematics, 25) on EtoBox?

The Mathematics of Data (IAS/Park City Mathematics) (IAS/PARK CITY Mathematics, 25) by Mahoney, Michael W.; Institute for Advanced Study (Princeton, N.J.); Society for Industrial and Applied Mathematics; Duchi, John; Gilbert, Anna C.; Park City Mathematics Institute is a book available to read on EtoBox.

What is The Mathematics of Data (IAS/Park City Mathematics) (IAS/PARK CITY Mathematics, 25) about?

"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."--Site web de l'éditeur

Author

Mahoney, Michael W.; Institute for Advanced Study (Princeton, N.J.); Society for Industrial and Applied Mathematics; Duchi, John; Gilbert, Anna C.; Park City Mathematics Institute

Publisher

[Providence, Rhode Island]: American Mathematical Society

Published

2018

Language

EN

ISBN

9781470449902

Subjects

Mathematics, Computer Science, Science