Wilson earned his Bachelor of Science in Political Science in 1977 and a Master of Education degree in 1979 at the Tuskegee Institute (now Tuskegee University) in Tuskegee, Alabama.
He earned another Master of Education degree in 1984 and a Doctor of Education in 1987, both from Harvard University in Cambridge, Massachusetts.