Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python

Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python Front Cover
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2018-01-07
398 pages

Book Description

Deploy deep learning solutions in production with ease using TensorFlow. You'll also develop the understanding and intuition required to invent new deep learning architectures and solutions on your own.

Pro Deep Learning with TensorFlow provides practical, hands-on expertise so you can learn deep learning from scratch and deploy meaningful deep learning solutions. This book will allow you to get up to speed quickly using TensorFlow and to optimize different deep learning architectures.

All of the practical aspects of deep learning that are relevant in any industry are emphasized in this book. You will be able to use the prototypes demonstrated to build new deep learning applications. The presented in the book is available in the form of iPython notebooks and scripts which allow you to try out examples and extend them in interesting ways.

You will be equipped with the mathematical foundation and scientific knowledge to pursue research in this field and give back to the community.

What You'll Learn

  • Understand full stack deep learning using TensorFlow and gain a solid mathematical foundation for deep learning
  • Deploy complex deep learning solutions in production using TensorFlow
  • Carry out research on deep learning and perform experiments using TensorFlow

Who This Book Is For

Data scientists and professionals, software developers, graduate students, and enthusiasts

Table of Contents

Chapter 1: Mathematical Foundations
Chapter 2: Introduction to Deep-Learning Concepts and TensorFlow
Chapter 3: Convolutional Neural
Chapter 4: Natural Language Using Recurrent Neural Networks
Chapter 5: Unsupervised Learning with Restricted Boltzmann Machines and Auto-encoders
Chapter 6: Advanced Neural Networks

Book Details

  • Title: Pro Deep Learning with TensorFlow: A Mathematical Approach to Advanced Artificial Intelligence in Python
  • Author:
  • Length: 398 pages
  • Edition: 1st ed.
  • Language: English
  • Publisher:
  • Publication Date: 2018-01-07
  • ISBN-10: 1484230957
  • ISBN-13: 9781484230954
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UsersCloud Click to downloadTrue PDF, EPUB18.112/07/2017
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