Cook graduated in 1951 after earning four letters each in baseball and basketball. He served as an alternate captain one season and captain one season in basketball and earned the Athletic Medal in 1949-50 as the Outstanding Varsity Athlete. He signed a contract with the Brooklyn Dodgers in 1950 and spent two seasons there.