Washington received the Bachelor of Arts degree from Tougaloo College; the Master of Science degree from Indiana University; the Education Specialist from Peabody College; a certificate in Alcoholic Studies from Yale University; the doctorate from the University of Southern Mississippi; and attended Harvard University's Institute for Educational Management in 1988.
Washington was the first African-American to receive a doctorate in Mississippi.