Rendell was born in New York City to Jewish American parents Jesse T. Rendell and Emma Sloat. He went to the University of Pennsylvania in 1961 and received a Bachelor of Arts degree and later got a Juris Doctor from Villanova Law School in 1968. He was a 2nd Lieutenant in the U.S. Army Reserve from 1968 to 1974.