It depends on the Azure Service you want to deploy and use.
Some Azure Services require a Virtual Network/Subnet for communication. And some Azure Services do not require a Virtual Network/Subnet.
(If the reply was helpful please don't forget to upvote and/or accept as answer, thank you)
Regards
Andreas Baumgarten