Dean was the second of four sons born to Frederic Burk, the founder of the San Francisco Normal School, a preparatory school for teachers which eventually became San Francisco State University. He entered the University of California at Davis at the age of 15. A year later, he transferred to the University of California at Berkeley, where he received his B.S. in Entomology in 1923.