Free eBook – Microsoft Azure Essentials: Azure Machine Learning

Published in April go but still very much top of mind…
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Microsoft Azure Essentials: Azure Machine Learning

Jeff Barnes

This third ebook in the “Microsoft Azure Essentials” series introduces Microsoft Azure Machine Learning, 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. The ebook presents an overview of modern data science theory and principles, the associated workflow, and then covers some of the more common machine learning algorithms in use today|Less

Get this eBook with interactive features by downloading the Microsoft Press Guided Tours app from the Windows Store.

Free eBook available at: https://mva.microsoft.com/ebooks

 

Free ebook: Microsoft Azure Essentials Fundamentals of Azure

The topics explored in this book include:

  • Getting started with Azure: Understand what cloud computing is, visit the management portals, and learn about billing.
  • Websites and Cloud Services: Learn about Azure Websites, from deployment to monitoring, and gain an understanding of the web and worker roles used in Azure Cloud Services.
  • Virtual Machines: Explore the basic features of Azure Virtual Machines, including how to create, configure, and manage them.
  • Storage: Read about the basics of Azure Storage, including blobs, tables, queues, and file shares.
  • Virtual Networks: Learn the basics of virtual networks, including how to create one, and why a virtual network might be necessary. This also covers site-to-site and point-to-site networking, as well as ExpressRoute.
  • Databases: Explore two relational database options available in Azure: Azure SQL Database and SQL Server in Azure Virtual Machines.
  • Azure Active Directory: Explore basic features of Azure AD, including creating a directory, users and groups, and using the application gallery.
  • Management Tools: Explore three common tools for working with Azure: Visual Studio 2013 and the Azure SDK, Azure PowerShell cmdlets, and the Cross-Platform Command-Line Interface
  • Business Scenarios: Explore four common scenarios for utilizing Azure features: development and test, hybrid, application and infrastructure modernization, and Azure Mobile Services.

Get it on Microsoft Virtual Academy

via MSDN Blogs.