Discover the essential building blocks of a common and powerful form of deep belief net: the autoencoder. You’ll take this topic beyond current usage by extending it to the complex domain for signal a
Discover hidden relationships among the variables in your data, and learn how to exploit these relationships. This book presents a collection of data-mining algorithms that are effective in a wide va
Assess the quality of your prediction and classification models in ways that accurately reflect their real-world performance, and then improve this performance using state-of-the-art algorithms such a
This book serves two purposes. First, it teaches the importance of using sophisticated yet accessible statistical methods to evaluate a trading system before it is put to real-world use. In order to a
Timothy Masters was a lonely, troubled teenager with a penchant for gory artwork when he first saw Peggy Lee Hettrick… …her dead, mutilated body nearly frozen in the early morning of Fort Collins, Col
This book is intended as an equivalent to or substitute for that "more reflective reading" which Rousseau considered essential to an understanding of his ideas. It is designed to complement
This book is intended as an equivalent to or substitute for that "more reflective reading" which Rousseau considered essential to an understanding of his ideas. It is designed to com
A new edition of a successful book, this volume provides engineers in diverse disciplines with a thorough, up-to-date introduction to renewable and efficient energy systems. Offering significant updat
