Deep Learning av Ian (Senior Research Scientist OpenAI) Goodfellow, Yoshua (Full Professor Universite de Montreal) Bengio, Aaron (Assistant Professor

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<b>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.</b><p>“Written by three experts in the field, <i>Deep Learning</i> is the only comprehensive book on the subject.”<br><b>—Elon Musk</b>, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX</p><p>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. </p><p>The text offers mathematical and concep