Cooper was born in Beaufort West, Western Cape, South Africa. Following the death of his father in 1919, the family moved to Cape Town where he attended the South African College School. His ability was soon recognized and he was encouraged to become a rabbi. However he rejected the Jewish faith and instead studied mathematics and physics at the University of Cape Town, where he won the Governor General's prize for pure mathematics. He took an active part in student politics becoming a socialist member of the Student's Parliament, with strong views against racism and Nazism.[1]
While in Oxford he joined the Communist party, where he met his future wife Kathleen Dixon. Turned down for active service due to his poor eyesight, he worked for the Bristol Aeroplane Company from 1940 to 1944. During this time he became disenchanted with Russia's non-aggression pact with the Nazis and left the Communist party.
In 1967 he returned to the UK to serve as head of the mathematics department at the newly constituted Chelsea College, University of London, where he remained until his death.