Create AML workspace with multiple Datasets & Datastores

Last updated: 12-07-2020

This template creates Azure Machine Learning workspace with multiple datasets & datastores.

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

Parameters

Parameter Name Description
workspaceName Specifies name of workspace to create in Azure Machine Learning workspace.
location Specifies the location for all resources.
datastoreCount Specifies the number of datastores to be created.
datasetCount Specifies the number of datasets to be created.
storageAccountName The name for the storage account to created and associated with the workspace.
containerName The container name.
keyVaultName The name for the key vault to created and associated with the workspace.
tenantId Specifies the tenant ID of the subscription. Get using Get-AzureRmSubscription cmdlet or Get Subscription API.
applicationInsightsName The name for the application insights to created and associated with the workspace.

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/101-machine-learning-dataset-create-workspace-multiple-dataset-datastore/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/101-machine-learning-dataset-create-workspace-multiple-dataset-datastore/azuredeploy.json
Install and Configure the Azure Cross-Platform Command-Line Interface