- 内容紹介:
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初版邦訳『ニューラルネットワークとディープラーニング』(学術図書出版社・「データサイエンス大系」シリーズ・2022年)。New in softcover. Hardcover was published in 2023. This textbook covers both classical and modern models in deep learning and includes examples and exercises throughout the chapters. Deep learning methods for various data domains, such as text, images, and graphs are presented in detail. The second edition is substantially reorganized and expanded with separate chapters on backpropagation and graph neural networks. Many chapters have been significantly revised over the first edition.