Banda attended school in the United States. In 1928 he graduated from the school that is now Central State University in Ohio. Next he attended Indiana University as a premedical student. After four semesters he transferred to the University of Chicago. He graduated in 1931. Banda then studied medicine at Meharry Medical College in Tennessee.