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need to include in ML module - Preview of CLI for deploying Spark ML models #182

Open vanitech opened 7 years ago

vanitech commented 7 years ago

https://github.com/Azure/Spark-Operationalization-On-Azure From the announcement - AML CLI enables deployment of Spark ML models as web services to the DSVM (local) or to Azure clusters (cluster). • Local: Build a model, then deploy it as a web service and test it on the DSVM locally (the dev/test scenario) • Cluster: After testing, deploy the web service to a high-scale production cluster: o The real-time web service can be deployed to an Azure Container Service (ACS) clusters o The batch web service can be deployed to an HDI Spark cluster. o You can provision cluster environments with one line CLI commands! o The clusters will be in your subscription.

jeffprosise commented 7 years ago

Interesting! Checking into it.

jeffprosise commented 7 years ago

This would not fit into our Azure ML module, would it? This enables you to deploy Spark models as Web services, not Azure ML models. Perhaps the basis for a whole new lab?

vanitech commented 7 years ago

This is more an awareness issue for now, especially for advanced ML users. We can consider a new lab when it is out of Preview.