Harnessing Predictive Analytics in Education through Data Mining

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This presentation delves into Educational Data Mining (EDM), exploring how it uncovers patterns in educational contexts through automated learning, impacting planning and decision making. We address challenges associated with raw educational data and discuss how EDM aids objective setting, methodology selection, and strategy implementation. Coverage includes predictive methods like classification and regression, descriptive techniques such as clustering, along with Decision Trees and SVM...