Math and Architectures of Deep Learning (Final Release)（Krishnendu Chaudhury）（Manning Publications 2024）

  • 书名：Math and Architectures of Deep Learning (Final Release)
  • 出版社：Manning Publications
  • 作者：Krishnendu Chaudhury
  • 出版年份：2024
  • 电子书格式： pdf
  • 简介：Dive into the mathematical foundations and architectural intricacies of deep learning with “Math and Architectures of Deep Learning (Final Release)” by Krishnendu Chaudhury. This comprehensive guide unveils the theoretical underpinnings of neural networks, providing a clear understanding of backpropagation, optimization algorithms, and various network architectures such as CNNs, RNNs, and Transformers. Perfect for students, researchers, and practitioners alike, this book equips you with the knowledge to design, implement, and fine-tune cutting-edge deep learning models. Gain a deeper understanding of the math behind the magic and unlock the full potential of deep learning.
  • ISBN：9781617296482, 16172
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