Videos should play without dimming screen and putting the cell phone to sleep

When I am playing the instruction videos, or the pronunciation ones, Android dims the screen and puts the phone to sleep on locked mode. While playing videos would be nice to let Android know it should not sleep by grabbing a battery WakeLock and holding it during the video play.