Bicep files for Azure Machine Learning Advanced Deployment

Bicep is a Domain Specific Language (DSL) for deploying Azure resources declaratively.

This repo aims to leverage Bicep for creating AML - the benefit of Bicep is that it can be output to ARM templates - which can then be leveraged on other areas such as Azure Blueprints, etc.

To test this deployment this in your Azure tenant, you can create a new resource group and then run a group deployment on main.bicep

> az group create -n rg-test -l southcentralus

Location        Name
--------------  -------
southcentralus  rg-test

> az deployment group create \
    --name aml-deployment \
    --mode Incremental \
    --resource-group rg-test \
    --template-file main.bicep \
    --parameters baseResourceName=amlworkspace

Name            ResourceGroup    State      Timestamp                         Mode
--------------  ---------------  ---------  --------------------------------  -----------
aml-deployment  rg-test          Succeeded  {timestamp}  Incremental

To Do for this repo:

• Create Architecture Drawing
• Create template for Compute Instance
• Create template for Compute Resource
• Create template for Datastore / Dataset
• Document the variables
• Document prereqs
  • Quota for Private Link
• Test Extensively