Deep Learning with Python

Deep Learning with Python
Deep Learning with Python

Key features

  • •Deep learning from first principles
  • •Setting up your own deep-learning environment
  • •Image-classification models
  • •Deep learning for text and sequences
  • •Neural style transfer, text generation, and image generation
  • •What is deep learning?
  • •Before we begin: the mathematical building blocks of neural networks
  • •Getting started with neural networks
  • •Fundamentals of machine learning
  • •Deep learning for computer vision
  • •Deep learning for text and sequences
  • •Advanced deep-learning best practices
  • •Generative deep learning
  • •Conclusions
  • •appendix A - Installing Keras and its dependencies on Ubuntu
  • •appendix B - Running Jupyter notebooks on an EC2 GPU instance

Deep Learning with Python

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