CRISP-DM (CRoss Industry Standard Process for Data Mining) is a methodology for data mining projects that outlines the typical phases and tasks involved in the data mining process. It provides a structured approach to the machine learning lifecycle, including phases such as business understanding, data preparation, modeling, evaluation, and deployment.