Introduction to Machine Learning

Adaptive Computation and Machine Learning Series

Alpaydin, Ethem

  • 出版社:MIT Pr
  • 出版年月:2020年 03月
  • ISBN:9780262043793
  • 外貨定価:USD 65.00
  • 装丁:HRD
  • 装丁について

  • 言語:ENG
  • 版次:4TH
  • 巻数・ページ数:682 p.
  • DDC分類:006.31

This substantially revised fourth edition of a comprehensive, widely used machine learning textbook offers new coverage of recent advances in the field in both theory and practice, including developments in deep learning and neural networks. It offers a new chapter on deep learning that discusses training, regularizing, and structuring deep neural networks such as convolutional and generative adversarial networks; new material in the chapter on reinforcement learning that covers the use of deep networks, the policy gradient methods, and deep reinforcement learning; etc.

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