Predictive Analytics
Class performance and AI risk detection overview.
Total Students
1,248+12%
Avg Exam Prediction
82%+4%
At-Risk Students
45-5
Learning Efficiency
94%+2%
Performance Trajectory
Cohort Skill Distribution
AI Risk Detection (Early Warning)
| Student Name | Weakest Subject | Failure Probability | AI Action Taken |
|---|---|---|---|
JD John Doe | DBMS | 78% | Generated 10 basic SQL quizzes |
AS Alice Smith | System Design | 55% | Assigned AI Visual Explainer |
RJ Robert Jones | Recursion | 82% | Alerted Human Tutor |