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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...


Deep Learning

ISBN 10 : 9780262337373
ISBN 13 : 0262337371

"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 SpaceXDeep lea..


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..


Machine Learning

ISBN 10 : 9780262018029
ISBN 13 : 0262018020

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


Foundations Of Machine Learning

ISBN 10 : 9780262304733
ISBN 13 : 0262304732

This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes several important modern algorithms, provides the theoretical underpinnin..


Reinforcement Learning

ISBN 10 : 9781461536185
ISBN 13 : 1461536189

Reinforcement learning is the learning of a mapping from situations to actions so as to maximize a scalar reward or reinforcement signal. The learner is not told which action to ta..


Fundamentals Of Deep Learning

ISBN 10 : 9781491925560
ISBN 13 : 1491925566

With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that’s paving the way for modern machine learning. In ..