Brooker enrolled at the Tyler School of Art at Temple University, obtaining bachelor's and master's degrees in fine arts in 1970 and 1972, respectively. As a graduate student, he taught silkscreen printing at the Brandywine Workshop, a stint that improved his skills as a printmaker and teacher. He would return to Brandywine years later to produce prints.
