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商品詳細
Machine Learning with Neural Networks: An Introduction for Scientists and Engineers.
・ISBN 978-1-108-49493-9 hard GB£ 44.00
￥13,939.- (税込) ※（※）価格はご注文時の参考価格となります。
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お気に入り
★★★
| 著者・編者 | Mehlig, Bernhard, |
|---|---|
| 出版社 | (Cambridge University Press, UK) |
| 出版年月 | 2021 |
| ページ数 | 260 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A00-8741＞ |
解説
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.