Wheelock spent four years as a cadet at West Point, graduating in the class of 1983 with a Bachelor of Science degree in Applied Science and Engineering.
Wheelock is a graduate of the Army Airborne and Air Assault Courses, the Infantry and Aviation Officer Advanced Courses, the Combined Arms Services Staff School, the Material Acquisition Management Course, and the U.S. Army Command and General Staff College.