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Deep learning with Keras : Implementing deep learning models and neural networks with the power of Python
This book starts by introducing you to supervised learning algorithms such as simple linear regression, the classical multilayer perceptron and more sophisticated deep convolutional networks. You will also explore image processing with recognition of hand written digit images, classification of i...
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| Format: | Printed Book |
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Birmingham-Mumbai:
Packt,
2017.
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| Edition: | 1 Ed. |
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Table of Contents:
- Neural networks foundations
- Keras installation and API
- Deep learning with ConvNets
- Generative adversarial networks and wavenet
- World embeddings
- Recurrent neural networks - RNN
- Additional deep learning models
- AI game playing
- Conclusion.