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R at Microsoft

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Presented by David Smith, March 21 2016
How Microsoft uses R, integrates R, and supports the R community and the R project.

Veröffentlicht in: Technologie
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R at Microsoft

  1. 1. Historical 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
  2. 2. mran.microsoft.com
  3. 3. msdsug.microsoft.com
  4. 4. 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 big data open source including R, Python, Linux, Hadoop, Spark, …
  5. 5. Thank you! David Smith R Community Lead Microsoft @revodavid davidsmi@microsoft.com Revolutions blog blog.revolutionanalytics.com blog.revolutionanalytics.com/2016/02/xbox_usage_trends_r.html www.microsoft.com/en-us/stories/88acres powerbi.microsoft.com/en-us/industries/airline blog.revolutionanalytics.com/2016/03/sql-server-2016-launch.html studio.azureml.net github.com/RevolutionAnalytics/AzureML blog.revolutionanalytics.com/2016/03/scoring-r-models-with-excel.html www.visualstudio.com/en-us/features/rtvs-vs.aspx mran.microsoft.com/download
  6. 6. 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

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