The purpose of this analysis is to examine what it takes to make a baseball team successful. Success for this analysis is measured by the number of wins. This analysis was completed using historical player and team statistics from Lahman’s Baseball Database to predict wins using regression modeling techniques. Key recommendations are provided based on model results for team management.