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Deep Learning with R Cookbook

You're reading from   Deep Learning with R Cookbook Over 45 unique recipes to delve into neural network techniques using R 3.5.x

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Product type Paperback
Published in Feb 2020
Publisher Packt
ISBN-13 9781789805673
Length 328 pages
Edition 1st Edition
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Authors (3):
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Swarna Gupta Swarna Gupta
Author Profile Icon Swarna Gupta
Swarna Gupta
Rehan Ali Ansari Rehan Ali Ansari
Author Profile Icon Rehan Ali Ansari
Rehan Ali Ansari
Dipayan Sarkar Dipayan Sarkar
Author Profile Icon Dipayan Sarkar
Dipayan Sarkar
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Table of Contents (11) Chapters Close

Preface 1. Understanding Neural Networks and Deep Neural Networks 2. Working with Convolutional Neural Networks FREE CHAPTER 3. Recurrent Neural Networks in Action 4. Implementing Autoencoders with Keras 5. Deep Generative Models 6. Handling Big Data Using Large-Scale Deep Learning 7. Working with Text and Audio for NLP 8. Deep Learning for Computer Vision 9. Implementing Reinforcement Learning 10. Other Books You May Enjoy

Deep learning on Microsoft Azure

Similar to AWS, Microsoft is another leading cloud services provider for building and managing applications through Microsoft-managed data centers. The name of the cloud service is Microsoft Azure, which offers SaaS, PaaS, and IaaS and supports various tools and frameworks. For running deep learning models in Azure, we can use its deep learning virtual machines that have the necessary deep learning libraries installed. Microsoft Azure is a fast, flexible, scalable, and cheaper platform with 24/7 support. It offers automatic patch management for the virtual machines so that users can focus on building and deploying their applications rather than managing the infrastructure. In this recipe, we will go through the steps of setting up a deep learning environment on Microsoft Azure for training our models.

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