Understanding machine learning from theory to algorithms

"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 fundament...

Full description

Bibliographic Details
Main Author: Shalev-Shwartz, Shai
Other Authors: Ben-David, Shai
Format: Book
Language:English
Published: New York, N.Y. Cambridge University Press 2014.
Subjects:
Online Access:Cover image