保定陸軍軍官学校
Born in Shandong Province in eastern China, Wu initially received a traditional Chinese education. He later joined the Baoding Military Academy () in Beijing and embarked on a career as a professional soldier. His talents as an officer were recognized by his superiors, and he rose quickly in the ranks.