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Deep Learning (Adaptive Computation and Machine Learning series)


“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…

Deep Learning

ISBN 10 : 9780262035613
ISBN 13 : 0262035618

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...


Machine Learning

ISBN 10 : 9780262018029
ISBN 13 : 0262018020

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach...


Introduction To Machine Learning

ISBN 10 : 9780262028189
ISBN 13 : 0262028182

The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already..


Deep Learning With Hadoop

ISBN 10 : 9781787121232
ISBN 13 : 1787121232

Build, implement and scale distributed deep learning models for large-scale datasets About This Book Get to grips with the deep learning concepts and set up Hadoop to put them to u..


Applied Computer Sciences In Engineering

ISBN 10 : 9783319669632
ISBN 13 : 331966963X

This book constitutes the refereed proceedings of the Forth Workshop onEngineering Applications, WEA 2017, held in Cartagena, Colombia, inSeptember 2017. The 59 revised full papers..


Discovery Science

ISBN 10 : 9783319677866
ISBN 13 : 3319677861

This book constitutes the proceedings of the 20th International Conference on Discovery Science, DS 2017, held in Kyoto, Japan, in October 2017, co-located with the International C..


Machine Learning In Complex Networks

ISBN 10 : 9783319172903
ISBN 13 : 3319172905

This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based mach..