Berkowitz earned a B.A. in English literature from Swarthmore College in 1981, followed by an M.A. in philosophy from the Hebrew University of Jerusalem. He then earned a Ph.D. in political science from the Yale University Graduate School of Arts and Science and later a J.D. from Yale Law School.
