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Hands-On Machine Learning with Azure

You're reading from   Hands-On Machine Learning with Azure Build powerful models with cognitive machine learning and artificial intelligence

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Product type Paperback
Published in Oct 2018
Publisher Packt
ISBN-13 9781789131956
Length 340 pages
Edition 1st Edition
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Authors (6):
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Jen Stirrup Jen Stirrup
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Jen Stirrup
Ryan Murphy Ryan Murphy
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Ryan Murphy
Anindita Basak Anindita Basak
Author Profile Icon Anindita Basak
Anindita Basak
Thomas K Abraham Thomas K Abraham
Author Profile Icon Thomas K Abraham
Thomas K Abraham
Parashar Shah Parashar Shah
Author Profile Icon Parashar Shah
Parashar Shah
Lauri Lehman Lauri Lehman
Author Profile Icon Lauri Lehman
Lauri Lehman
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Table of Contents (14) Chapters Close

Preface 1. AI Cloud Foundations FREE CHAPTER 2. Data Science Process 3. Cognitive Services 4. Bot Framework 5. Azure Machine Learning Studio 6. Scalable Computing for Data Science 7. Machine Learning Server 8. HDInsight 9. Machine Learning with Spark 10. Building Deep Learning Solutions 11. Integration with Other Azure Services 12. End-to-End Machine Learning 13. Other Books You May Enjoy

HDInsight

HDInsight is a type of implementation of Hadoop that runs on the Microsoft Azure platform. HDInsight builds on the Hortonworks Data Platform (HDP), and is completely compatible with Apache Hadoop.

HDInsight can be perceived as Microsoft's Hadoop-as-a-Service (Haas). You can quickly deploy the system from a portal or through Windows PowerShell scripting, without having to create any physical or virtual machines.

The following are features of HDInsights:

  • You can implement a small or large number of nodes in a cluster
  • You pay only for what you use
  • When your job is complete, you can deprovision the cluster and, of course, stop paying for it
  • You can use Microsoft Azure Storage so that even when the cluster is deprovisioned, you can retain the data
  • The HDInsight service works with input-output technologies from Microsoft and other vendors

As mentioned, the HDInsight...

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