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
BrandManning Publications
CategoryIntelligence & Semantics
Deep Learning with Python
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