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Hands-On Deep Learning with TensorFlow
book

Hands-On Deep Learning with TensorFlow

by Danielle Van Boxel
July 2017
Intermediate to advanced
174 pages
2h 59m
English
Packt Publishing

Overview

Dive into the world of deep learning with TensorFlow and uncover the potential hidden in your data. In this book, you will learn how to implement and optimize deep neural networks, allowing you to approach complex data challenges with confidence and innovation.

What this Book will help me do

  • Set up your environment and install TensorFlow efficiently.
  • Master TensorFlow graphs for computations and machine learning.
  • Design and train sophisticated multilayer neural networks.
  • Gain a clear understanding of convolutional neural networks for image tasks.
  • Leverage TensorFlow's APIs and interfaces for seamless deep learning integration.

Author(s)

Dan Van Boxel is a passionate machine learning expert and educator with years of experience in applying deep learning techniques in real-world applications. He is known for his approachable teaching style and his ability to break down complex concepts into digestible parts. Through this book, he shares his expertise to help readers advance in their machine learning journey.

Who is it for?

This book is designed for data scientists who regularly engage in machine learning and are looking to deepen their understanding of deep learning, particularly using TensorFlow. It is suitable for professionals familiar with basic machine learning concepts and programming in Python or C. If you aim to create powerful deep learning models and enhance your skills in neural networks, this book is for you.

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Publisher Resources

ISBN: 9781787282773