Deep Learning, Foundations and Concepts - waracode

Deep Learning, Foundations and Concepts

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Description

Deep Learning: Foundations and Concepts by Bishop offers thorough deep learning foundations.

  • Probabilistic foundations and neural networks
  • CNNs, transformers, and generative models
  • Diffusion models and normalizing flows
  • For graduate students and ML researchers