How can I get a DNS on a virtual network to resolve hostnames on a point-to-site machine?

Hello,
I set up an Azure virtual network with the following configuration:
1 Windows DNS Server (Local IP: 10.0.1.4)
1 Windows Server (Local IP: 10.0.1.5, FQDN: perforce.redbyte.com)
1 Ubuntu Server (Local IP: 10.0.1.6, FQDN: swarm.redbyte.com)
From each of the servers I can nslookup the two named servers with no issue when is SSH or Remote Desktop into them.
The problem occurs when I connect to the virtual network from my laptop. From the laptop, I can access the machines by IP but nslookup fails on both machines.
Is their a step I am missing in this configuration? Do I need to tell my laptop to use the DNS server somehow?
Please let me know if you require any additional information to answer my question and thank you for your time.

This are necessary steps to get things going.
"To connect to the virtual network, you’ll also need to configure your VPN client. The client requires both a client certificate and the proper VPN client configuration in order to connect.
Create the VPN client configuration package
Install the VPN configuration package on the client and start the connection"
Frank

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