r at microsoft
TRANSCRIPT
R at MicrosoftDavid SmithR Community Lead
Microsoft Uses R
R for Xbox matchmaking and usage trends
• Capacity Planning (prediction)• Forecasting hardware purchase requirements • R forecast package
• System monitoring & alerting (classification)• Abnormal login detection• Time series anomaly detection• Custom R packages to analyze
monitoring data
R for Microsoft Azure Reliability
R for reducing electricity consumption
Microsoft Integrates R
R in SQL Server 2016 … on Linux!
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
R as an Azure Web Service
R in Excel
R in Jupyter Notebooks in Azure ML
R in Visual Studio: RTVS
• Enhanced Open Source R distribution• 100% compatible with all R-related
software• Faster performance with multi-
threading• Available for Windows, Mac, and Linux• Microsoft R Open: Free and Open
Source• Microsoft R Server: Big Data
Analytics, integration with SQL Server, HDInsight
Get Started at mran.microsoft.com
Microsoft R
Microsoft Supportsthe R Project
Working with the R FoundationSupporting the R user communityContinuing the growth of the R ProjectLinux Foundation collaborative projectNon-profit trade organization
200 Local R User Groups Worldwide
Get sponsored, or find a user group near you: msdsug.microsoft.com
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, …
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
© Copyright Microsoft Corporation. All rights reserved.
Use Microsoft R Open with… Microsoft R Server Big-data analytics and distributed computing on
Linux, Hadoop and Teradata
SQL Server 2016 Big-data analytics integrated with SQL Server database (coming soon)
PowerBI Computations and charts from R scripts in dashboards
Azure ML Studio R Scripts in cloud-based Experiment workflows
Visual Studio R Tools for Visual Studio: integrated development environment for R (coming soon)
HDInsights R integrated with cloud-based Hadoop clusters
Cortana Analytics Cloud-based R APIs and Virtual Machines