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Sklearn along with pandas, numpy, scipy, matplotib, seaborn, bokeh, and researchpy support every stage in the Cross Industry Standard Process for Data Mining (CRISP-DM) framework after we develop a sound understanding of the business and the associated business problem. We use Sklearn primarily for the last three steps in the process.

Sklearn and CRISP-DM