Imperial Japanese Naval Academy
Tanaka was born in what is now part of Yamaguchi city, in Yamaguchi Prefecture. After high school, Tanaka entered the Imperial Japanese Naval Academy, where he was a member of the 41st graduating class in 1913, ranked 34th out of 118 midshipmen to graduate.