Here My is a namespace, and Application is a property that returns an instance of the MyApplication class. Application class form System.Windows.Forms namespace can also be used.
Another approach could be to bind each forms BackgroundColor property to a application setting, for example bgForm. Then to change background color for all forms you would just set My.Settings.bgForm to a Color value. This way the color would also persist between application runs.