Moneyball refers to a data-driven approach to assembling a competitive baseball team by using advanced statistics and analytics rather than traditional scouting methods. This strategy emphasizes the importance of undervalued players, leading to a more efficient allocation of resources and improved performance on the field. The concept gained widespread recognition through its association with the Oakland Athletics and their 2002 season, where they successfully challenged larger market teams using analytical insights.