Neural Network Programming with Tensorflow

Neural Networks and their implementation decoded with TensorFlow

Neural Network Programming with Tensorflow

Manpreet Singh Ghotra, Rajdeep Dua

1 customer reviews
Neural Networks and their implementation decoded with TensorFlow
Mapt Subscription
FREE
$30.00/m after trial
eBook
$22.40
RRP $31.99
Save 29%
Print + eBook
$39.99
RRP $39.99
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$22.40
$39.99
$29.99 p/m after trial
RRP $31.99
RRP $39.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Neural Network Programming with Tensorflow Book Cover
Neural Network Programming with Tensorflow
$ 31.99
$ 22.40
Predictive Analytics with TensorFlow Book Cover
Predictive Analytics with TensorFlow
$ 39.99
$ 28.00
Buy 2 for $35.00
Save $36.98
Add to Cart

Book Details

ISBN 139781788390392
Paperback274 pages

Book Description

If you're aware of the buzz surrounding the terms such as "machine learning," "artificial intelligence," or "deep learning," you might know what neural networks are. Ever wondered how they help in solving complex computational problem efficiently, or how to train efficient neural networks? This book will teach you just that.

You will start by getting a quick overview of the popular TensorFlow library and how it is used to train different neural networks. You will get a thorough understanding of the fundamentals and basic math for neural networks and why TensorFlow is a popular choice Then, you will proceed to implement a simple feed forward neural network. Next you will master optimization techniques and algorithms for neural networks using TensorFlow. Further, you will learn to implement some more complex types of neural networks such as convolutional neural networks, recurrent neural networks, and Deep Belief Networks. In the course of the book, you will be working on real-world datasets to get a hands-on understanding of neural network programming. You will also get to train generative models and will learn the applications of autoencoders.

By the end of this book, you will have a fair understanding of how you can leverage the power of TensorFlow to train neural networks of varying complexities, without any hassle. While you are learning about various neural network implementations you will learn the underlying mathematics and linear algebra and how they map to the appropriate TensorFlow constructs.

Table of Contents

Chapter 6: Generative Models

What You Will Learn

  • Learn Linear Algebra and mathematics behind neural network.
  • Dive deep into Neural networks from the basic to advanced concepts like CNN, RNN Deep Belief Networks, Deep Feedforward Networks.
  • Explore Optimization techniques for solving problems like Local minima, Global minima, Saddle points
  • Learn through real world examples like Sentiment Analysis.
  • Train different types of generative models and explore autoencoders.
  • Explore TensorFlow as an example of deep learning implementation.

Authors

Table of Contents

Chapter 6: Generative Models

Book Details

ISBN 139781788390392
Paperback274 pages
Read More
From 1 reviews

Read More Reviews

Recommended for You

Predictive Analytics with TensorFlow Book Cover
Predictive Analytics with TensorFlow
$ 39.99
$ 28.00
Predictive Analytics with TensorFlow Book Cover
Predictive Analytics with TensorFlow
$ 39.99
$ 28.00
Neural Networks with R Book Cover
Neural Networks with R
$ 31.99
$ 22.40
Deep Learning By Example Book Cover
Deep Learning By Example
$ 31.99
$ 22.40
Deep Learning By Example Book Cover
Deep Learning By Example
$ 31.99
$ 22.40
Learning Generative Adversarial Networks Book Cover
Learning Generative Adversarial Networks
$ 27.99
$ 19.60