1. 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.

2. 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.

3. 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

4. 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.

5. 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.

6. 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.

7. MNIST Data Format 28

8. 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

9. 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
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10. Resources Application Developer Guide Code Samples: Operationalize
Code Samples:
(Search MNIST)
Operationalize
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11. 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.