Technical requirements

To provision an Azure ML workspace, you will need an Azure subscription. You can get a free trial by visiting https://azure.microsoft.com/free/. If you want to use an existing subscription, you will need to request the owner of the subscription to provide you with the following Resource Group items:

• packt-azureml-rg
• packt-azureml-cli-rg

This book assumes that you have either a Contributor role or an Owner role on these resource groups. You are going to deploy an Azure ML workspace in both of those resource groups: one through the Azure portal and one through the Azure CLI.

Azure ML requires the following providers to be registered in the Azure subscription that hosts the resource groups you are planning to use:

• Microsoft.MachineLearningServices
• Microsoft.KeyVault
• Microsoft.Storage
• Microsoft.insights
• Microsoft.ContainerRegistry
• Microsoft.Notebooks

If you are the Owner of the subscription, Azure will automatically...