Sparklyr is an R interface for Apache Spark thatallows you to:

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• Install and connect to Spark using YARN, Mesos, Livy or Kubernetes
• Use dplyr to filter and aggregate Spark datasets and streams then bring them into R for analysis and visualization
• Use MLlib, H2O, XGBoost and GraphFrames to train models at scale in Spark
• Create interoperable machine learning pipelines and productionize them with MLeap
• Create extensions that call the full Spark API or run distributed R code to support new functionality

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Visit spark.rstudio.com for more information.