Book

Deep Learning with Keras

Keras is a high-level neural network library written in Python that runs on top of either Theano or TensorFlow. With this book, you’ll learn the basics of Keras in a highly practical way and understand how this minimal, highly modular framework runs on both CPU and GPU, allowing you to put your ideas into action in the shortest possible time.

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Difficulty Level

Intermediate

Completion Time

10h36m

Language

English

About Book

Who Is This Book For?

If you are a data scientist with experience in machine learning or an AI programmer with some exposure to neural networks, you will find this book a useful entry point to deep-learning with Keras. A knowledge of Python is required for this book.

Book content

chapters 10h36m total length

Neural Networks Foundations

Keras Installation and API

Deep Learning with ConvNets

Generative Adverserial Networks and Wavenet

Word Embeddings

Recurrent Neural Network — RNN

Additional Deep Learning models

AI Game Playing

Conclusion

Related Resources

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