The secret is to fill the bottle with non-carbonated liquid (water) AND leave some space at the top for air. Than slam your hand over the top (as in the video). If you do it right, the compression of the air will create enough pressure to break the bottom of the glass bottle.
This guy (William Beaty) is fun!