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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

Azure Functions

While Logic Apps provides a fast way to automate tasks, its collection of actions is limited to pre-selected options that cannot be customized. Moreover, the programmability of Logic Apps is quite limited, and the development of more complex programs is not necessarily any easier than writing code. If more flexibility is needed, it might be more productive to develop applications with Azure Functions. Functions can be developed with multiple programming languages familiar to web developers.

Azure Functions is a serverless coding platform in the cloud, where the underlying operating system has been virtualized. This means that many maintenance tasks, such as updating the operating system or language versions, is managed by the platform and the user does not need to worry about those tasks. On the other hand, the user cannot change the language version used by the...

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