Day 21: Learning Path Generator - Intelligent Curriculum Sequencing
The Problem We're Solving
Ever wondered why some students excel while others struggle, even when studying the same material? The answer often lies in learning sequence. Traditional education follows a one-size-fits-all approach - everyone learns Topic A, then B, then C, regardless of their background, learning speed, or mastery level.
Key Pain Points:
Students get stuck on prerequisites they haven't mastered
Difficulty jumps are too steep, causing frustration and dropouts
No personalization based on individual progress patterns
Inefficient paths waste time on topics already understood
No guidance on optimal next steps in learning journey
Our Solution: An AI-powered Learning Path Generator that creates personalized curriculum sequences, just like how Netflix recommends movies or Spotify curates playlists - but for education.
What We're Building Today
Today we're implementing a Learning Path Generator that creates personalized learning sequences for quiz platform users. This system analyzes user knowledge, topic dependencies, and difficulty progression to generate optimal learning paths.
Key Components:
Path generation algorithm service
User progress analysis engine
Difficulty progression calculator
REST API endpoints for path retrieval
Integration with topic relationship data from Day 20