Posted by: kurtsh | April 30, 2015

DOWNLOAD: Free eBook, “Microsoft Azure Essentials: Azure Machine Learning”

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We’re happy to announce the release of our newest free ebook, Microsoft Azure Essentials: Azure Machine Learning (ISBN 9780735698178), by Jeff Barnes. This is the third ebook in Microsoft Press’s free Microsoft Azure Essentials series.

Previous free eBooks on Azure, include:

Here’s a quick description of the new eBook:

Microsoft Azure Machine Learning (ML) is a service that a developer can use to build predictive analytics models (using training datasets from a variety of data sources) and then easily deploy those models for consumption as cloud web services. Azure ML Studio provides rich functionality to support many end-to-end workflow scenarios for constructing predictive models, from easy access to common data sources, rich data exploration and visualization tools, application of popular ML algorithms, and powerful model evaluation, experimentation, and web publication tooling.

This ebook will present an overview of modern data science theory and principles, the associated workflow, and then cover some of the more common machine learning algorithms in use today. We will build a variety of predictive analytics models using real world data, evaluate several different machine learning algorithms and modeling strategies, and then deploy the finished models as machine learning web service on Azure within a matter of minutes. The book will also expand on a working Azure Machine Learning predictive model example to explore the types of client and server applications you can create to consume Azure Machine Learning web services.


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