---
title: Azure
description: Integrate DataRobot with Azure cloud services.

---

# Azure {: #azure }

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

Topic | Describes...
----- | ------
[Run Batch Prediction jobs from Azure Blob Storage](azure-blob-storage-batch-pred) | Running Batch Prediction jobs from Azure Blob Storage with the Batch Prediction API.
[Deploy and monitor DataRobot models in Azure Kubernetes Service](aks-deploy-and-monitor) | 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](spark-deploy-and-monitor) | Deploying and monitoring Spark models in DataRobot MLOps with the monitoring agent.
[Deploy and monitor ML.NET models](mlnet-deploy-and-monitor) | Deploying and monitoring ML.NET models in DataRobot MLOps with monitoring agent.
[Use Scoring Code with Azure ML](sc-azureml) | Importing Scoring Code models to Azure ML to make prediction requests with Azure.
