CRISP-DM in one loop

The Data Science Loop

How data science actually works: a practical cycle of questions, evidence, models, decisions, and monitoring.

The six CRISP-DM phases arranged in a loopBusiness understanding, data understanding, data preparation, modeling, evaluation, and deployment form an iterative process.01Business Understanding02Data Understanding03Data Preparation04Modeling05Evaluation06DeploymentClick a phaseStart with Phase 1 →