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Machine Learning with Neural Networks: An Introduction for Scientists and Engineers - Hardcover

 
9781108494939: Machine Learning with Neural Networks: An Introduction for Scientists and Engineers
  • PublisherCambridge University Press
  • Publication date2021
  • ISBN 10 1108494935
  • ISBN 13 9781108494939
  • BindingHardcover
  • LanguageEnglish
  • Number of pages260

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Mehlig, Bernhard
Published by Cambridge University Press, 2021
ISBN 10: 1108494935 ISBN 13: 9781108494939
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Mehlig, Bernhard
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Hardcover. Condition: new. Hardcover. This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to describing the mathematical principles of the topic, and its historical evolution, strong connections are drawn with underlying methods from statistical physics and current applications within science and engineering. Closely based around a well-established undergraduate course, this pedagogical text provides a solid understanding of the key aspects of modern machine learning with artificial neural networks, for students in physics, mathematics, and engineering. Numerous exercises expand and reinforce key concepts within the book and allow students to hone their programming skills. Frequent references to current research develop a detailed perspective on the state-of-the-art in machine learning research. This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. Fundamental physical and mathematical principles of the topic are described alongside current applications in science and engineering. Numerous exercises expand and reinforce key concepts within the book. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781108494939

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Mehlig, Bernhard
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