The Mathematics of Data (IAS/Park City Mathematics Series) - Tapa dura

 
9781470435752: The Mathematics of Data (IAS/Park City Mathematics Series)
Tapa dura
ISBN 10: 1470435756 ISBN 13: 9781470435752
Editorial: American Mathematical Society, 2018

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Michael W. Mahoney, University of California, Berkeley, CA.

John C. Duchi, Stanford University, CA.

Anna C. Gilbert, University of Michigan, Ann Arbor, MI.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
American Mathematical Society
Año de publicación
2018
Idioma
Inglés
ISBN 10 
1470435756
ISBN 13 
9781470435752
Encuadernación
Tapa dura
Número de páginas
325
Editor
Mahoney Michael W., Duchi John C., Gilbert Anna C.
Contacto del fabricante
no disponible
Persona responsable
no disponible