Configuring Microsoft Machine Learning Server to Operationalize Analytics using ARM Templates – Microsoft Machine Learning Server

To benefit from Machine Learning Server's web service deployment and remote execution features, you must first configure the server after installation to act as a deployment server and host analytic web services. We will use ARM Template Custom Script Extensions to automate One-Box/Enterprise Configuration. One-box configuration: As the name suggests, one web node and one compute node run on a single machine. This configuration is useful when you want to explore what it is to operationalize R analytics using R Server. It is perfect for testing, proof-of-concepts, and small-scale prototyping, but might not be appropriate for production usage.