Just remember, Chiyo, an important part of how exercise helps you lose weight isn't just burning calories directly, but that muscle tone burns more calories even during rest. So no, you don't have to give up snacks entirely, and it is usually counterproductive to do so because it is harder to stick to a joyless diet with no indulgences! (Though cutting down helps.)