An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. Written by three experts in the field, Deep Learning is the only comprehensive book on the subject. Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability the
This authoritative book offers a detailed explanation of the features that make JavaScript an outstanding object-oriented programming language. As a result, this guide defines a subset of JavaScript that's more reliable, readable, and maintainable than the language as a whole.
This CDROM contains complete source code in C++ for the brand-new Numerical Recipes, Third Edition, plus source code from all earlier editions.
This book offers a complete introduction to natural language processing, the key technology used in Web search engines, predictive text, and more.