Create an Azure Machine Learning service workspace

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This deployment template specifies an Azure Machine Learning workspace, and its associated resources including Azure Key Vault, Azure Storage, Azure Application Insights and Azure Container Registry.

This configuration describes the minimal set of resources you require to get started with Azure Machine Learning.

Resources

Provider and type Description
Microsoft.Insights/components An Azure Application Insights instance associated to the Azure Machine Learning workspace
Microsoft.KeyVault/vaults An Azure Key Vault instance associated to the Azure Machine Learning workspace
Microsoft.Storage/storageAccounts An Azure Storage instance associated to the Azure Machine Learning workspace
Microsoft.ContainerRegistry/registries An Azure Container Registry instance associated to the Azure Machine Learning workspace
Microsoft.MachineLearningServices/workspaces An Azure Machine Learning workspace instance

Variables

Name Description
name Name of the deployment
environment The prefix to add to resource names e.g. dev / test / prod
location The Azure region used for deployments
hbi_workspace Specifies whether to reduce telemetry collection and enable additional encryption.

Learn more

If you are new to Azure Machine Learning, see:

If you are new to template development, see:

Tags: Microsoft.Storage/storageAccounts, Microsoft.KeyVault/vaults, Microsoft.Insights/components, Microsoft.ContainerRegistry/registries, Microsoft.MachineLearningServices/workspaces, systemAssigned