Switch Between Full Screen and Windowed Mode in iTunes 11 Visualizer

I couldn’t figure out how to do this for the longest time and finally found the answer, thanks to disco_bob on the Apple Support Communities.

When in the visualizer, press the Control key + Command (⌘) + F.

iTunes 11 visualizer playing Mannheim Steamroller in windowed mode

Finally, no longer stuck in full screen mode!