It has always been obvious that the aid to calculation offered by the computer forces a change in the curricula of mathematics, statistics, physics, engineering and other courses. Not so obvious are the many pedagogic aids the computer can offer in teaching the subject matter. The possibilities of giving the student a better technical as well as conceptual understanding of statistics were explored for a number of years at the College of Medicine of the University of Cincinnati and are reported here.