When you are on Go and Portal is not responding well, you might be in need to get the remote desktop file of a Virtual machine
Step 1: Login to Azure
Point to the right subscription
> Select-AzureSubscription -SubscriptionName "Your Subscription Name"
Step 2: Then get the list of Virtual machines
> Get-AzureVM (this is to know the name of the service)
Step 3: Download the file to local repository
> Get-AzureRemoteDesktopFile -Name VMName -ServiceName CloudServiceName -LocalPath "C:\Azure\WGDC.rdp"
Then just type the path, the Remote Desktop prompt will appear.