Learning the Language of Golf Slang Will Make Your Game More Fun. ... Golf Slang A: A. Ace: Hitting the ball directly from the Tee into the hole or "Cup" with one swing of the club. It is usually executed on a Par three (3). Also known as a "HoleInOne ".