Changing you password on Windows Server 2012 via RDP

So it seems that this is not easy to do, but there is a way:

• WindowsKey + R, Type OSK, Hit Return
• On your Physical keyboard, hit Ctrl+Alt then CLICK Del on the on-screen keyboard.
• Voila - an option to change your password!