The mathematical foundations of learning machines
โ Scribed by Nils J Nilsson
- Publisher
- Morgan Kaufmann
- Year
- 2005
- Tongue
- English
- Leaves
- 188
- Edition
- web draft
- Category
- Library
No coin nor oath required. For personal study only.
๐ SIMILAR VOLUMES
This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes several important modern algorithms, provides the theoretical underpinnings of these algorithms, and illustrates key aspects for their application. The authors aim to present novel theoretical
<b>A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.</b><br /><br />This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental moder
<P>This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes several important modern algorithms, provides the theoretical underpinnings of these algorithms, and illustrates key aspects for their applica