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Microsoft R Server: Development to Deployment Workflow 4/18/2019 9:46 AM P4005 Microsoft R Server: Development to Deployment Workflow Mustafa Kasap Senior Software Development Engineer © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Microsoft R Server High-performance, Scalable R Linux, Windows, Hadoop & Teradata CRAN Microsoft R Open DistributedR ScaleR ConnectR DeployR IDE R Server Technology High-performance, Scalable R 100% open source R CRAN, Bioconductor, MRAN, GitHub compatibility Big-data connectivity Scalable analytics Multi-platform In-database, in-cluster scalability Choice of IDE Open Source Components Licensed Components

Microsoft R portfolio Community Commercial Microsoft R portfolio 4/18/2019 9:46 AM Microsoft R portfolio Microsoft R portfolio Community Commercial SQL Server R Services R Open R Server Windows Linux Hadoop Teradata © 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Demo R Server: Develop a solution & Deploy as WebService 4/18/2019 9:46 AM Demo R Server: Develop a solution & Deploy as WebService © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

MNIST Data 28 Database of 70K hand written digit image. i.e. 8 Microsoft Build 2017 4/18/2019 9:46 AM MNIST Data 28 Database of 70K hand written digit image. i.e. 8 © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

MNIST Data Format 28

MNIST Data Format 28 x 28 = 784 pixels (features) Label Column 1 Image = 1 row Label Column Digits: 0 to 9 Train: 0 Test: 1 8

SQL Server / PostgreSQL DB Microsoft Build 2017 4/18/2019 9:46 AM R Server Cluster R Client i.e. Cloud Web Node Compute Node Load Balancer Apps SQL Server / PostgreSQL DB © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Resources Application Developer Guide Code Samples: Operationalize https://msdn.microsoft.com/en-us/microsoft-r/operationalize/app-developer-get-started Code Samples: https://github.com/Microsoft/microsoft-r/ (Search MNIST) Operationalize https://msdn.microsoft.com/en-us/microsoft-r/operationalize/configuration-initial © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

4/18/2019 9:46 AM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.