End-to-end system that turns CRM
manjiri
End-to-end system that turns CRM tables into dropout predictions, with a 0–100 risk score for every student and a retention dashboard.
Highlights
MySQL feature layer: engagement score, academic score, enrolment tenure
Random Forest model (ROC-AUC 0.74), with predictions written back to the database
Power BI dashboard with risk segments, course-level risk and a priority intervention list
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Posted Oct 29, 2026
End-to-end system that turns CRM tables into dropout predictions, with a 0–100 risk score for every student and a retention dashboard. Highlights MySQL featu...
