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articles/machine-learning/how-to-high-availability-machine-learning.md

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@@ -24,7 +24,7 @@ Microsoft strives to ensure that Azure services are always available. However, u
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* Design for high availability of your solution.
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* Initiate a failover to another region.
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> [!NOTE]
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> [!IMPORTANT]
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> Azure Machine Learning itself does not provide automatic failover or disaster recovery. Backup and restore of workspace metadata such as run history is unavailable.
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In case you have accidentally deleted your workspace or corresponding components, this article also provides you with currently supported recovery options.
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## Next steps
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To learn about repeatable infrastructure deployments with Azure Machine Learning, use an [Azure Resource Manager template](https://docs.microsoft.com/azure/machine-learning/tutorial-create-secure-workspace-template).
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To learn about repeatable infrastructure deployments with Azure Machine Learning, use an [Azure Resource Manager template](/azure/machine-learning/tutorial-create-secure-workspace-template).

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