Yes, this is possible.
Have a look at this.
It says that Multi-Factor Authentication adds a layer of security to Azure administrator account and that too at no additional cost. When it is turned on, you will have to verify your identity to spin up a virtual machine, manage storage, or use other Azure services.
Here is a step-by-step guide.
Hope this helps!