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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 December 28, 2022
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