Azure¶

The sections within describe techniques for integrating Azure cloud services with DataRobot:

Topic	Describes...
Run Batch Prediction jobs from Azure Blob Storage	Running Batch Prediction jobs from Azure Blob Storage with the Batch Prediction API.
Deploy and monitor DataRobot models in Azure Kubernetes Service	Deploying and monitoring DataRobot models on Azure Kubernetes Services (AKS) to create production scoring pipelines with the Portable Prediction Server (PPS).
Deploy and monitor Spark models	Deploying and monitoring Spark models in DataRobot MLOps with the monitoring agent.
Deploy and monitor ML.NET models	Deploying and monitoring ML.NET models in DataRobot MLOps with monitoring agent.
Use Scoring Code with Azure ML	Importing Scoring Code models to Azure ML to make prediction requests with Azure.

Updated May 11, 2023

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