How to Fix the dreaded `Version conflict;` NuGet error in your Xamarin.Android projects

It's a sunny day, your coffee is still hot, and you're ready to take on the world. You go to install a NuGet package into your Xamarin project, and that's when your day starts to fall apart: Package restore failed. This is not what you wanted to see....