Cohen majored in chemistry and biology at Brooklyn College. He received a bachelor's degree in 1943, and worked as a bacteriologist at a plant that processes milk. Later in 1945, he received an M.A. in zoology from Oberlin College. He also received a Ph.D. from the department of biochemistry at the University of Michigan in 1948.