Data Science Methodology

Overview

Apply the six stages in the Cross-Industry Process for Data Mining (CRISP-DM) methodology to analyze a case study.

Apply the six stages in the Cross-Industry Process for Data Mining (CRISP-DM) methodology to analyze a case study.

What you’ll learn

1. - Describe what a data science methodology is and why data scientists need a methodology.
2. - Apply the six stages in the Cross-Industry Process for Data Mining (CRISP-DM) methodology to analyze a case study.
3. - Evaluate which analytic model is appropriate among predictive, descriptive, and classification models used to analyze a case study.
4. - Determine appropriate data sources for your data science analysis methodology.