Personalized Learning Paths

[ringo380]

Goal

Implement skill-based progression tracking and generate adaptive learning recommendations.

Proposed Improvements

• Track user query patterns and skill progression
• Generate personalized improvement recommendations
• Create topic-based knowledge assessments
• Build interactive SQL tutorials based on user queries

Success Metrics

• User skill level classification accuracy >85%
• Recommendation relevance rating >4/5
• Learning path completion rate >60%

Related Components

• analyzer/ml/learning_path_generator.py
• analyzer/ml/feedback_personalization.py