Nishi went to Gakushuin pre-school and, while in elementary school, repeatedly got into fights with students of nearby Bancho elementary school.
In September 1917, Nishi entered Hiroshima Army Cadet School, a military preparatory school established on Prussian models, and in 1920 took courses at Tokyo Central Cadet Academy.