How to Get Files From Resources in Silverlight 2.0

Questions like "How to load an embedded bitmap programmatically?" appear in Silverlight.net forum every single day, and some people actually think it is impossible to do such thing in Silverlight 2.0. Well, the truth is that not only is it possible but it is also damn easy.