Once I've installed Ubuntu, and have a functioning dual boot system, can I undo the installation and return to a single boot windows system?

I'm a complete noob and want to make sure that i can return to my original setup in case i don't fall in love with ubuntu.

Thanks for a great screencast.

Gio