This repo shows an example for rolling out a complete Azure Machine Learning enterprise enviroment via Terraform.

This includes rollout of the following resources:

• Azure Machine Learning Workspace with Private Link
• Azure Storage Account with VNET binding (using Service Endpoints) and Private Link for Blob and File
• Azure Key Vault with VNET binding (using Service Endpoints) and Private Link
• Azure Container Registry
• Azure Application Insights
• Virtual Network
• Jumphost (Windows) for testing

1. Copy terraform.tfvars.example to terraform.tfvars
2. Update terraform.tfvars with your desired values
3. Run Terraform

   $ terraform init
   $ terraform plan
   $ terraform apply

• Still need to update Default Datastore to use Managed Identity of the Studio UI data access

• The fileshare used for Compute Instances will be automatically provisioned with the first Compute Instance