Gourdin is a family name of French origin. Notable people with the surname include:

Edward Gourdin (1897–1966), American athlete and jurist Noel Gourdin (born 1981), American musician Theodore Gourdin (1764–1826), American politician

See also Gourdin Island, Antarctica