University of California, Davis, professor of physics Lloyd Knox sings a song of dark energy to a student class. Listen and learn, people!
Update: Thanks to Blake Stacey of Science After Sunclipse, here is another ultra-geek video, this time about special relativity. Check out his post for more info and complete lyrics. Add other suggestions of geek physics videos in the comments.