Beginning Application Development with TensorFlow and Keras

You need much more than imagination to predict earthquakes and detect brain cancer cells. Become an expert in designing and deploying TensorFlow and Keras models, and generate insightful predictions with the power of deep learning.
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Beginning Application Development with TensorFlow and Keras

Luis Capelo

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You need much more than imagination to predict earthquakes and detect brain cancer cells. Become an expert in designing and deploying TensorFlow and Keras models, and generate insightful predictions with the power of deep learning.
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Book Details

ISBN 139781789537291
Paperback148 pages

Book Description

With this book, you’ll learn how to train, evaluate and deploy Tensorflow and Keras models as real-world web applications. After a hands-on introduction, you’ll use a sample model to explore the details of deep learning, selecting the right layers that can solve a given problem. By the end of the book, you’ll build a Bitcoin application that predicts the future price, based on historic, and freely available information.

What You Will Learn

  • Set up a deep learning programming environment
  • Explore the common components of a neural network and its essential operations
  • Prepare data for a deep learning model- Deploy model as an interactive web application, with Flask and a HTTP API
  • Use Keras, a TensorFlow abstraction library
  • Explore the types of problems addressed by neural networks

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Book Details

ISBN 139781789537291
Paperback148 pages
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