Distributed

Scaling R with Spark

rstudio::conf 2019

Scaling R with Spark

January 25, 2019

This talk introduces new features in sparklyr that enable real-time data processing, brand new modeling extensions and significant performance improvements.

RStudio Job Launcher Changing where we run R stuff

rstudio::conf 2019

RStudio Job Launcher Changing where we run R stuff

January 25, 2019

RStudio Job Launcher provides the ability to start processes within batch processing systems and container orchestration platforms.

Introducing mlflow

rstudio::conf 2019

Introducing mlflow

January 24, 2019

We introduce the R API for MLflow, which is an open source platform for managing the machine learning lifecycle. We demonstrate each component of the platform–Tracking, Projects, and...

Democratizing R with Plumber APIs

rstudio::conf 2019

Democratizing R with Plumber APIs

January 24, 2019

The Plumber package provides an approachable framework for exposing R functions as HTTP API endpoints. This allows R developers to create code that can be consumed by downstream frameworks, which...