Azure Machine Learning
Create a new Azure Machine Learning
I recommand you create a new AML workspace use an Azure Resource Manager Template from Azure CLI. The Azure Resource Manager template can be found in the 201-machine-learning-advanced in GitHub repository.
This template creates the following Azure services, all those various services are required by the Azure Machine Learning workspace:
- Azure Storage Account
- Azure Key Vault
- Azure Application Insights
- Azure Container Registry
- Azure Machine Learning workspace
Firstly, we need create a resource group, there is a example at the below. The resource group is the container that holds the services.
- Create a new resource group, name: aml and location: eastus
NOTE: List all of Azure location command at the below.
I suggest you deploy all dependent resources behind a virtual network.
NOTE: Total transitive private endpoint usage 0 is equal or greater than quota 0. Please increase quotaby following the doc here( https://docs.microsoft.com/azure/machine-learning/how-to-manage-quotas#private-endpoint-and-private-dns-quota-increases) .