Go to https://manage.windowsazure.com and select Active Directory as shown in below screenshot. Click on any Directory where we want to add Group or click on Default Directory. Click on the Groups link and verify number of Groups available in the directory. Click on Add Group.
Provide Name and Description for the Group.
New Group is available in the Azure Portal.