Book Image

Beginning Application Development with TensorFlow and Keras

By : Luis Capelo
Book Image

Beginning Application Development with TensorFlow and Keras

By: Luis Capelo

Overview of this book

<p>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.</p>
Table of Contents (8 chapters)

Lesson Objectives


In this lesson, you will:

  • Prepare data for a deep learning model

  • Choose the right model architecture

  • Use Keras, a TensorFlow abstraction library

  • Make predictions with a trained model