If you cannot connect to an Azure VM using RDP, ensure that you are using the correct credentials, and then follow the solutions provided here.

In a recent blog post, Microsoft announced the preview of a secure remote desktop solution, called Azure Bastion, which does not require organizations to expose virtual machines using public IP ...