He started playing basketball as a child, inspired by his father, who was a middle-school basketball coach. He played varsity basketball from his freshman year at Oshkosh North High School in Wisconsin and won a state championship during his senior year. Haliburton later attended Iowa State University for two years before entering the NBA.