I am trying to use fancybox to display a youtube video within my wordpress site. I am sure of following the tutorial from fancybox.net, but I am not getting any good result. the link still opening the full page of the video in youtube instead of a fancybox overlay.

Any help will be greatly appreciated.
nb: I don't wanna use a plugin