A machine learning-based educational technology system that predicts student academic outcomes through three specialized models: final exam mark prediction, dropout risk assessment, and pass/fail forecasting. Built with Python, Flask, and scikit-learn to help educational institutions identify at-risk students and implement timely interventions.
python education flask data-science machine-learning scikit-learn data-visualization web-application predictive-analytics educational-technology shap student-performance academic-analytics academic-prediction dropout-prevention
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Updated
May 2, 2025 - Python