Exactly the same way as you would do on-premises.
You most likely have the domain controller connected with just a private IP address; therefore, you need to ensure that the laptop has network connectivity via an express route or VPN gateway to the Azure vNet. You also need to ensure that the laptop can resolve the domain via DNS.
Alistair