r at microsoft
TRANSCRIPT
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R at MicrosoftDavid SmithR Community Lead
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Microsoft Uses R
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R for Xbox matchmaking and usage trends
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• 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
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R for reducing electricity consumption
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Microsoft Integrates R
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R in SQL Server 2016 … on Linux!
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R in PowerBI: Aircraft Predictive Maintenance
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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
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R in Azure ML Studio
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R as an Azure Web Service
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R in Excel
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R in Jupyter Notebooks in Azure ML
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R in Visual Studio: RTVS
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• 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
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Microsoft Supportsthe R Project
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Working with the R FoundationSupporting the R user communityContinuing the growth of the R ProjectLinux Foundation collaborative projectNon-profit trade organization
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200 Local R User Groups Worldwide
Get sponsored, or find a user group near you: msdsug.microsoft.com
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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, …
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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
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© Copyright Microsoft Corporation. All rights reserved.
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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