R + Apache Spark

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R + Apache Spark. Dmitry PetukhovMicrosoft MVP, ML/DS Preacher @ OpenWay

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StorageResourceManagementML FrameworkExecution Engine

Local OSLocal DiscR RuntimeYet Another RuntimeML packages

HDFSYARNMapReduceMahout

HDFS / S3YARN / Apache MesosApache SparkMLlib

HDFS / S3YARN / Apache MesosR on SparkApache SparkLocal PCHybrid ModelCluster (on-premises/on-demand)

LowHighCost of deployment/ownership

Distributed FSDark MagicML as a ServiceR toolsInfrastructure for Data ScientistsML packages

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Big Data + Cloud + Machine Learning, ,

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Apache Spark + Microsoft Azure + R Server PaaS-

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Demo

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Data Science must win!

2016 Microsoft Corporation. All rights reserved.

email : @codezombieFacebook: @code.zombi http://0xCode.in/about

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