Blake went to Chislehurst and Sidcup Grammar School. His first published drawing was for "Punch" magazine, at the age of 16. He studied English Literature at Downing College, Cambridge (1953-6) and later studied at the Chelsea School of Art. He trained as a teacher at the Institute of Education before working at the Royal College of Art.