Articles liés à The Mathematics of Data

The Mathematics of Data - Couverture rigide

 
9781470435752: The Mathematics of Data
Couverture rigide
ISBN 10 : 1470435756 ISBN 13 : 9781470435752
Editeur : American Mathematical Society, 2018

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

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

John C. Duchi, Stanford University, CA.

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

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
American Mathematical Society
Date d'édition
2018
Langue
anglais
ISBN 10 
1470435756
ISBN 13 
9781470435752
Reliure
Relié
Nombre de pages
325
Éditeur
Mahoney Michael W., Duchi John C., Gilbert Anna C.
Coordonnées du fabricant
non disponible
Personne responsable
non disponible