Learning analytics, engagement metrics, completion rates, and AI-powered insights for e-learning platforms.
Learning analytics include learner progress and completion tracking, engagement metrics, assessment performance, content effectiveness, revenue analytics, and predictive insights. AI-powered analytics identify at-risk learners, predict outcomes, and recommend interventions. Good analytics drive both business decisions and learning outcome improvements.
Understanding student behavior:
Progress Metrics: - Course completion rates - Lesson completion - Time on platform - Learning velocity - Streak data
Engagement: - Login frequency - Content interaction - Video engagement - Discussion participation - Assignment submission
Segments: - Active learners - At-risk learners - Completers - Drop-offs - Power users
Measuring content effectiveness:
Performance: - View counts - Completion rates - Average time - Drop-off points - Replay rates
Effectiveness: - Assessment correlation - Learning outcomes - Student feedback - Engagement scores
Optimization: - Content recommendations - Update priorities - Format effectiveness - Duration insights
Understanding assessment data:
Performance: - Score distributions - Pass/fail rates - Average scores - Improvement trends - Time to complete
Item Analysis: - Question difficulty - Discrimination - Common mistakes - Guessing patterns
Insights: - Knowledge gaps - Skill mastery - Remediation needs - Prediction accuracy
Platform performance metrics:
Revenue: - Total revenue - Course revenue - Subscription revenue - Refund rates - Growth trends
Acquisition: - New enrollments - Traffic sources - Conversion rates - Marketing ROI - Referral performance
Retention: - Churn rates - Renewal rates - Lifetime value - Cohort analysis
AI-powered predictions:
Risk Prediction: - Drop-off risk - Failure prediction - Churn probability - Engagement decline
Success Prediction: - Completion likelihood - Performance forecast - Career outcomes - Certification readiness
Interventions: - Automated alerts - Recommended actions - Personalization triggers - Optimal timing
Visualizing insights:
Dashboards: - Executive overview - Instructor dashboard - Course dashboard - Student dashboard - Custom dashboards
Reports: - Scheduled reports - On-demand reports - Custom report builder - Export options - API access
Visualization: - Charts and graphs - Trend analysis - Comparisons - Drill-down - Real-time updates
Based in Bangalore, we build e-learning platforms for edtech companies and educational institutions across India.
We understand online learning, engagement patterns, and the technical needs of education platforms.
Platforms designed for engagement, retention, and learning outcomes—not just content delivery.
Intelligent tutoring, personalization, and content assistance powered by modern AI.
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Boolean and Beyond
825/90, 13th Cross, 3rd Main
Mahalaxmi Layout, Bengaluru - 560086
590, Diwan Bahadur Rd
Near Savitha Hall, R.S. Puram
Coimbatore, Tamil Nadu 641002