Learning Analytics Dashboard¶
Advanced Learning Platform Feature
This comprehensive analytics dashboard provides real-time insights into your learning progress, performance patterns, and interview readiness using advanced educational analytics.
📊 Performance Overview¶
Your Learning Journey
🎯 Skill Assessment Radar¶
📈 Progress Tracking¶
Weekly Study Progress¶
Skill-Specific Progress¶
🧠 Knowledge Retention Analysis¶
📝 Recent Learning Activities¶
🎯 Personalized Recommendations¶
📊 Advanced Analytics¶
Learning Velocity Metrics¶
Performance Insights
Learning Velocity: Your current learning rate is 1.2x the average for your experience level.
Retention Rate: 82% knowledge retention after 7 days (target: 75%)
Consistency Score: 88% - You maintain regular study habits effectively
Difficulty Adaptation: You're ready for more challenging content in System Design and Coding
Predictive Interview Success¶
Time to Interview Readiness¶
Timeline Projection
Based on your current progress and learning velocity:
- L6 Interview Ready: 6-8 weeks
- L7 Interview Ready: 12-16 weeks
- Confidence Level: High (based on consistent performance)
🔧 Analytics Settings¶
Customize Your Dashboard¶
Chart Preferences
Time Range
Data Export
Privacy Settings
📚 Understanding Your Analytics¶
How We Calculate Your Scores¶
Methodology
Our analytics use evidence-based educational metrics:
Competency Scoring: Based on Bloom's Taxonomy levels (Remember → Create)
Retention Modeling: Uses spaced repetition algorithms and forgetting curve analysis
Success Prediction: Machine learning model trained on 1000+ interview outcomes
Learning Velocity: Comparative analysis against similar learner profiles
Action Items Based on Analytics¶
Based on your current analytics, here are your top priorities:
- 🎯 Focus Area: Behavioral Leadership needs attention (2.8/5.0)
- 📈 Opportunity: System Design shows strong potential for L6 level
- ⚡ Momentum: Maintain your 12-day study streak for optimal retention
- 🔄 Review: Schedule spaced repetition for AWS Services concepts