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Build Advanced Learning Analytics and Performance Tracking #93

@ISTIFANUS-N

Description

@ISTIFANUS-N

Description:
Enhance the analytics system with advanced learning analytics, performance prediction, engagement tracking, and comprehensive reporting capabilities for educators and learners.

Acceptance Criteria:

  • Implement real-time learning analytics and dashboards
  • Create predictive analytics for course completion and performance
  • Build engagement tracking and intervention alerts
  • Implement learning effectiveness measurement
  • Add personalized learning analytics for individual users
  • Create cohort analysis and comparative reporting
  • Implement learning path optimization based on analytics
  • Add educator performance analytics and insights
  • Create compliance reporting for educational institutions
  • Implement privacy-preserving analytics with differential privacy

Setup:

  • Review existing reputation and scoring mechanisms
  • Study current user activity tracking and data collection
  • Implement advanced analytics contracts with ML integration
  • Create test scenarios for various learning patterns and analytics requirements

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