Walter Henry Zinn was born in Berlin (now Kitchener), Ontario , on December 10, 1906, the son of John Zinn, who worked in a tire factory, and Maria Anna Stoskopf.
Zinn entered Queen's University, where he earned a Bachelor of Arts degree in mathematics in 1927 and a Master of Arts degree in 1930.