Prerequisites are that you have an Azure subscription. Since Azure ML workbench has been updated, you need to add CLI extension in Azure CLI.
az extension add -n azure-cli-ml
Type y to install the extension.
Once done, type this to check:
az ml -h
az extension update -n azure-cli-ml
For more commands, click here.