Understanding machine learning :
Shalev-Shwartz, Shai,
Understanding machine learning : from theory to algorithms / Shai Shalev-Shwartz, Shai Ben-David. - New York, NY, USA : Cambridge University Press, 2014 - xvi, 397 pages : illustrations (black and white) ; 27 cm
Includes bibliographical references and index.
PART I:Foundations PART II:From Theory to Algorithms PART III:Additional Learning Models PART IV:Advanced Theory
"Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical Read more...
9781107057135 9781107512825
Machine learning.
Algorithms.
006.31 / SHA
Understanding machine learning : from theory to algorithms / Shai Shalev-Shwartz, Shai Ben-David. - New York, NY, USA : Cambridge University Press, 2014 - xvi, 397 pages : illustrations (black and white) ; 27 cm
Includes bibliographical references and index.
PART I:Foundations PART II:From Theory to Algorithms PART III:Additional Learning Models PART IV:Advanced Theory
"Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical Read more...
9781107057135 9781107512825
Machine learning.
Algorithms.
006.31 / SHA