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商品詳細
Handbook of Deep Learning Models: Volume One: Fundamentals.
・ISBN 978-1-041-10268-7 hard GB£ 187.99
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| 著者・編者 | Verma, Parag / Sankar, Er. Devarasetty Purna / Bhardwaj, Anuj / Chaudhari, Vaibhav / Pandey, Arnav / Dumka, Ankur, |
|---|---|
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2025 |
| ページ数 | 14 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A04-56853＞ |
解説
This volume covers a comprehensive range of fundamental concepts in deep learning and artificial neural networks, making it suitable for beginners looking to learn the basics.
Using Keras, a popular neural network API in Python, this book offers practical examples that reinforce the theoretical concepts discussed. Real-world case studies add relevance by showing how deep learning is applied across various domains. The book covers topics such as layers, activation functions, optimization algorithms, backpropagation, convolutional neural networks (CNNs), data augmentation, and transfer learning - providing a solid foundation for building effective neural network models.
This book is a valuable resource for anyone interested in deep learning and artificial neural networks, offering both theoretical insights and practical implementation experience.