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Azure Machine Learning in Azure Government

fairfax tracks 23 Azure Machine Learning features in Azure Government: 13 not available, 2 in preview or available with limits, and 8 available. Every row quotes Microsoft and links to the page it came from.

Azure Machine Learning features: commercial Azure and Azure Government

Feature and feature keyCommercial AzureAzure GovernmentSource
Azure Machine Learning: Automated ML experiments in notebooks
azure-ml/automlMicrosoft: “Create and run experiments in notebooks | GA | YES | YES”
GAGAMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Automated ML: Azure Databricks integration
azure-ml/automl-databricksMicrosoft: “Azure Databricks integration | GA | NO | NO”
GANot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Designer pipelines
azure-ml/designerMicrosoft: “Create, run, visualize, and publish pipelines in Azure Machine Learning designer | GA | YES | YES”
GAGAMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Azure Databricks integration with ML pipelines
azure-ml/pipeline-databricksMicrosoft: “Azure Databricks Integration with ML Pipeline | GA | NO | NO”
GANot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Managed compute instances for notebooks
azure-ml/compute-instanceMicrosoft: “Managed compute Instances for integrated Notebooks | GA | YES | YES”For Azure Machine Learning compute instances, the ability to refresh a token lasting more than 24 hours isn't available in Azure Government.
GAGAMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Apache Spark pools for data wrangling
azure-ml/spark-poolsMicrosoft: “Configure Apache Spark pools to perform data wrangling | Public Preview | No | No”
PreviewNot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Python SDK
azure-ml/python-sdkMicrosoft: “Python SDK support | GA | YES | YES”
GAGAMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Managed virtual network
azure-ml/managed-vnetMicrosoft: “Managed virtual network support | Preview | Preview | Preview”
PreviewPreviewMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Workspace private endpoint
azure-ml/workspace-private-endpointMicrosoft: “Workplace private endpoint | GA | GA | GA”
GAGAMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Azure Container Instances behind a VNet
azure-ml/aci-behind-vnetMicrosoft: “ACI behind VNet | Public Preview | NO | NO”
PreviewNot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Private IP for an AKS cluster
azure-ml/aks-private-ipMicrosoft: “Private IP of AKS cluster | Public Preview | NO | NO”
PreviewNot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Network isolation for managed online endpoints
azure-ml/managed-endpoint-network-isolationMicrosoft: “Network isolation for managed online endpoints | GA | NO | NO”
GANot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Kubernetes compute
azure-ml/kubernetes-computeMicrosoft: “Kubernetes compute | GA | NO | NO”
GANot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Model profiling (SDK/CLI v1)
azure-ml/model-profilingMicrosoft: “Model profiling (SDK/CLI v1) | GA | YES | PARTIAL”US Gov Virginia: YES, US Gov Arizona: PARTIAL. Model Profiling doesn't support 4 CPUs in the US-Arizona region.
GALimitedMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Visual Studio Code integration
azure-ml/vscode-integrationMicrosoft: “Visual Studio Code integration | Public Preview | NO | NO”
PreviewNot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Event Grid integration
azure-ml/event-gridMicrosoft: “Event Grid integration | Public Preview | NO | NO”
PreviewNot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Azure Stream Analytics integration
azure-ml/stream-analyticsMicrosoft: “Integrate Azure Stream Analytics with Azure Machine Learning | Public Preview | NO | NO”
PreviewNot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Data labeling projects
azure-ml/data-labelingMicrosoft: “Labeling Project Management Portal | GA | YES | YES”
GAGAMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Explainability in the studio UI
azure-ml/explainability-uiMicrosoft: “Explainability in UI | Public Preview | NO | NO”
PreviewNot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Fairness integration
azure-ml/fairnessMicrosoft: “Fairness Azure Machine Learning Integration | Public Preview | NO | NO”
PreviewNot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Custom tags for datasheets
azure-ml/datasheet-tagsMicrosoft: “Custom tags in Azure Machine Learning to implement datasheets | GA | NO | NO”
GANot availableMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Managed online endpoints
azure-ml/managed-online-endpointsMicrosoft: “Managed online endpoints | GA | YES | YES”
GAGAMicrosoft Learn
updated 2026-05-19
checked 2026-10-12
Azure Machine Learning: Batch inference
azure-ml/batch-inferenceMicrosoft: “Batch inferencing | GA | YES | YES”
GAGAMicrosoft Learn
updated 2026-05-19
checked 2026-10-12

How to read these tables

A feature missing from this page tells you nothing about whether it works. fairfax only knows what is in its dataset.

Check your own plan

pip install fairfax
fairfax facts --grep azure-ml
fairfax check plan.yaml       # tenant, azure and the feature keys you plan to use

The feature keys in the tables above go straight into a plan file. See the plan format.

Sources