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Overview of the Data Science Process: The Six Core Phases Based on the CRISP-DM Framework

Authors: Hörtnagel, Sarah;

Overview of the Data Science Process: The Six Core Phases Based on the CRISP-DM Framework

Abstract

The poster provides a structured overview of the data mining process. It covers the six core phases: problem definition, data collection, data cleaning & preparation, exploratory data analysis (EDA), modelling & evaluation and deployment. The workflow is based on the CRISP-DM framework and adapted from established data mining techniques. It is intended for use in higher education and self-study contexts.

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