Luke Nelson (December 4, 1893 – November 14, 1985) was a Major League Baseball pitcher. Nelson played for the New York Yankees in 1919. In nine career games, he had a 3–0 record with a 2.96 ERA. He batted and threw right-handed.
Nelson was born in Cable, Illinois and died in Moline, Illinois.