Data preparation is the process of cleaning, transforming, and organizing raw data into a suitable format for analysis. This step is crucial because it ensures that the data used for insights and decision-making is accurate, consistent, and relevant. A thorough data preparation process enables effective data mining and enhances the capabilities of advanced analytics techniques, including machine learning and augmented analytics.
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