🎓 EduSentinel: Student Dropout Analysis

AI-Powered Risk Assessment for Secondary Education

Part of the School Education Analytics Suite

📝 Input Metrics

Gender

Male Female

Attendance Rate (%)

0 100

Study Hours Per Week

0 50

Previous Academic Score

0 100

Extracurricular Involvement (Count)

Parental Support Level

📊 Analysis Report

Risk Assessment

Dropout Probability

System Recommendation

Design Notes: This model is trained to detect patterns of academic disengagement. High risk flags are triggered by combinations of low attendance and declining grades.