This problem can occur for a number of issues. Main problem is that for some reason Android's project can't build or be run inside Xamarin.
For me, the issue was that the latest JDK was not installed. My JRE was, but not JDK. Once I reinstalled JDK and restarted Visual Studio. All was well.