# Azure
URL: https://docs.datarobot.com/en/docs/classic-ui/integrations/azure/index.html

> Integrate DataRobot with Azure cloud services.

# Azure

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

| Topic | Description |
| --- | --- |
| 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. |

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