Keras Deep Learning Cookbook

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Deep Learning with Keras Antonio Gulli, Sujit Pal

ISBN: 9781787128422

• Optimize step-by-step functions on a large neural network using the Backpropagation Algorithm
• Fine-tune a neural network to improve the quality of results
• Use deep learning for image and audio processing
• Use Recursive Neural Tensor Networks (RNTNs) to outperform standard word embedding in special cases
• Identify problems for which Recurrent Neural Network (RNN) solutions are suitable
• Explore the process required to implement Autoencoders
• Evolve a deep neural network using ...