r at microsoft (user! 2016)
TRANSCRIPT
R at MicrosoftDavid SmithR Community Lead
Building R into the Microsoft ecosystem
Microsoft R
• Enhanced Open Source R distributions• 100% compatible with all R-related
software• Microsoft R Open
• Math acceleration. Reproducibility (MRAN).• Windows, Mac, Linux. Free and open source.
• Microsoft R Client• Local out-of-memory data analysis. Delegate big-data
computations to remote R Server. • Windows, Linux. Free.
• Microsoft R Server• Distributed Big Data Analytics • Windows, Linux, SQL Server, Hadoop, Spark, Azure HDInsight
Microsoft R
R in PowerBI: Aircraft Predictive Maintenance
Aircraft Maintenance : TrainingHistorical black box sensor records and maintenance events for many aircraft
Train and compare various models to predict maintenance events
Scoring rules to predict likely maintenance events from
sensor data
R in Azure ML Studio
AzureML package: R as an Azure Web Service:
R in Excel
R Jupyter Notebooks in Azure ML
• Custom VM image on Azure Marketplace
• Contains a set of data science, Azure tools/SDKs
• All pre-configured and ready to use
• Pay for cloud hardware usage only. No separate software charges!
• Pointers to gallery, samples, documentation
• Windows and Linux Versions• Up and running quickly
R in the Data Science Virtual Machine
xgboost Vowpal WabbitRattle
CNTK
R in Visual Studio: RTVS
R in SQL Server 2016 … on Linux!
Working with the R FoundationSupporting the R user communityContinuing the growth of the R ProjectLinux Foundation collaborative projectNon-profit trade organization
A revolution
cloud computing
2011 2016 5x increase
data science
Universities filling 300,000 US talent gap
90% of the data in the world today has been created in the last two years alone
bigdata
opensourceincluding R, Python, Linux, Hadoop, Spark, …
© Copyright Microsoft Corporation. All rights reserved.
David SmithR Community LeadMicrosoft@[email protected]
Revolutions blogblog.revolutionanalytics.com
Thank you!David SmithR Community LeadMicrosoft@[email protected]
Revolutions blogblog.revolutionanalytics.com
Microsoft uses R for Xboxblog.revolutionanalytics.com/2016/02/xbox_usage_trends_r.html
Microsoft uses R for electricity consumptionwww.microsoft.com/en-us/stories/88acres
R in PowerBI (aircraft predictive maintenance)powerbi.microsoft.com/en-us/industries/airline
R in SQL Serverblog.revolutionanalytics.com/2016/03/sql-server-2016-launch.htm
lR in Azure ML Studio
studio.azureml.netR as an Azure Web Service (AzureML package)
github.com/RevolutionAnalytics/AzureMLR in Excel
blog.revolutionanalytics.com/2016/03/scoring-r-models-with-excel.html
R Tools for Visual Studiowww.visualstudio.com/en-us/features/rtvs-vs.aspx
Microsoft R Openmran.microsoft.com/download