fairfax / Availability tables / Azure Machine Learning
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 key | Commercial Azure | Azure Government | Source |
|---|---|---|---|
Azure Machine Learning: Automated ML experiments in notebooksazure-ml/automlMicrosoft: “Create and run experiments in notebooks | GA | YES | YES” | GA | GA | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Automated ML: Azure Databricks integrationazure-ml/automl-databricksMicrosoft: “Azure Databricks integration | GA | NO | NO” | GA | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Designer pipelinesazure-ml/designerMicrosoft: “Create, run, visualize, and publish pipelines in Azure Machine Learning designer | GA | YES | YES” | GA | GA | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Azure Databricks integration with ML pipelinesazure-ml/pipeline-databricksMicrosoft: “Azure Databricks Integration with ML Pipeline | GA | NO | NO” | GA | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Managed compute instances for notebooksazure-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. | GA | GA | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Apache Spark pools for data wranglingazure-ml/spark-poolsMicrosoft: “Configure Apache Spark pools to perform data wrangling | Public Preview | No | No” | Preview | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Python SDKazure-ml/python-sdkMicrosoft: “Python SDK support | GA | YES | YES” | GA | GA | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Managed virtual networkazure-ml/managed-vnetMicrosoft: “Managed virtual network support | Preview | Preview | Preview” | Preview | Preview | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Workspace private endpointazure-ml/workspace-private-endpointMicrosoft: “Workplace private endpoint | GA | GA | GA” | GA | GA | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Azure Container Instances behind a VNetazure-ml/aci-behind-vnetMicrosoft: “ACI behind VNet | Public Preview | NO | NO” | Preview | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Private IP for an AKS clusterazure-ml/aks-private-ipMicrosoft: “Private IP of AKS cluster | Public Preview | NO | NO” | Preview | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Network isolation for managed online endpointsazure-ml/managed-endpoint-network-isolationMicrosoft: “Network isolation for managed online endpoints | GA | NO | NO” | GA | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Kubernetes computeazure-ml/kubernetes-computeMicrosoft: “Kubernetes compute | GA | NO | NO” | GA | Not available | Microsoft 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. | GA | Limited | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Visual Studio Code integrationazure-ml/vscode-integrationMicrosoft: “Visual Studio Code integration | Public Preview | NO | NO” | Preview | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Event Grid integrationazure-ml/event-gridMicrosoft: “Event Grid integration | Public Preview | NO | NO” | Preview | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Azure Stream Analytics integrationazure-ml/stream-analyticsMicrosoft: “Integrate Azure Stream Analytics with Azure Machine Learning | Public Preview | NO | NO” | Preview | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Data labeling projectsazure-ml/data-labelingMicrosoft: “Labeling Project Management Portal | GA | YES | YES” | GA | GA | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Explainability in the studio UIazure-ml/explainability-uiMicrosoft: “Explainability in UI | Public Preview | NO | NO” | Preview | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Fairness integrationazure-ml/fairnessMicrosoft: “Fairness Azure Machine Learning Integration | Public Preview | NO | NO” | Preview | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Custom tags for datasheetsazure-ml/datasheet-tagsMicrosoft: “Custom tags in Azure Machine Learning to implement datasheets | GA | NO | NO” | GA | Not available | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Managed online endpointsazure-ml/managed-online-endpointsMicrosoft: “Managed online endpoints | GA | YES | YES” | GA | GA | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
Azure Machine Learning: Batch inferenceazure-ml/batch-inferenceMicrosoft: “Batch inferencing | GA | YES | YES” | GA | GA | Microsoft Learn updated 2026-05-19 checked 2026-10-12 |
How to read these tables
- GA and Available: Microsoft lists it as available.
- Preview, Private preview, Limited, Rolling out: available with conditions, or on its way.
- Not available, No plans, Planned, In development, On engineering backlog: you can't use it there today. These are Microsoft's own words. A planned date that has passed is marked, so you re-check it.
- Not possible: Microsoft says that pairing of clouds can't work.
- not listed: Microsoft's page doesn't give a status for that cloud.
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
- Azure Machine Learning feature availability across clouds regions: page updated 2026-05-19, checked 2026-10-12, 23 entries