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Create an Azure Machine Learning service workspace.

Last updated: 9/15/2021

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. The example shows how to configure Azure Machine Learning for encryption with a customer-managed encryption key.

This Azure Resource Manager template was created by a member of the community and not by Microsoft. Each Resource Manager template is licensed to you under a license agreement by its owner, not Microsoft. Microsoft is not responsible for Resource Manager templates provided and licensed by community members and does not screen for security, compatibility, or performance. Community Resource Manager templates are not supported under any Microsoft support program or service, and are made available AS IS without warranty of any kind.

Parameters

Parameter Name Description
name Specifies the name of the deployment.
environment Specifies the name of the environment.
location Specifies the location of the Azure Machine Learning workspace and dependent resources.
hbi_workspace Specifies whether to reduce telemetry collection and enable additional encryption.
encryption_status Specifies if the Azure Machine Learning workspace should be encrypted with the customer managed key.
cmk_keyvault_id Specifies the customer managed keyvault Resource Manager ID.
cmk_keyvault_key_uri Specifies the customer managed keyvault key uri.

Use the template

PowerShell

New-AzResourceGroup -Name <resource-group-name> -Location <resource-group-location> #use this command when you need to create a new resource group for your deployment
New-AzResourceGroupDeployment -ResourceGroupName <resource-group-name> -TemplateUri https://raw.githubusercontent.com/Azure/azure-quickstart-templates/master/quickstarts/microsoft.machinelearningservices/machine-learning-workspace-cmk/azuredeploy.json
Install and configure Azure PowerShell

Command line

az group create --name <resource-group-name> --location <resource-group-location> #use this command when you need to create a new resource group for your deployment
az group deployment create --resource-group <my-resource-group> --template-uri https://raw.githubusercontent.com/Azure/azure-quickstart-templates/master/quickstarts/microsoft.machinelearningservices/machine-learning-workspace-cmk/azuredeploy.json
Install and Configure the Azure Cross-Platform Command-Line Interface