The VM is deployed with tcp port 3389 opened locally on the VM, but no public IP is added. If you need to RDP to the VM from the internet, a public IP should be added and associated with the vNIC post deployment.
The ARM template files can be found here:
Remember to update the parameters file with relevant information.
See here (the README file) for deployment information via PowerShell.
This VM has automatic shutdown configured at 19.00 hrs. UTC, daily.
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