A little while ago an R package for AzureML was released, which enables R users to interface with Azure Machine Learning (Azure ML). Specifically, it enables you to easily use one of the coolest features of Azure ML: publishing and consuming algorithms / experiments as web services.

Check it out: https://cran.r-project.org/web/packages/AzureML/vignettes/AzureML.html.