Oracle Data Mining, part of Oracle Database, provides tools for discovering knowledge and insights from data. It offers algorithms for tasks like classification, regression, clustering, and anomaly detection. It helps build predictive models and uncover patterns, enabling data-driven decision-making and improved business outcomes.