Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework. This full book includes:

  • Introduction to deep learning and the PyTorch library
  • Pre-trained networks
  • Tensors
  • The mechanics of learning
  • Using a neural network to fit data
  • Using convolutions to generalize
  • Real-world examples: Building a neural network designed for cancer detection
  • Deploying to production

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