Education
Personalized Course Recommendation System
Machine learning-based course recommendations for online learning platform
- Python
- Collaborative Filtering
- SQL
About this project
Built a personalized course recommendation engine for an online education platform with 100,000+ users. The system uses collaborative filtering and content-based algorithms to suggest courses based on learning history, skill gaps, career goals, and peer behavior. Increased course enrollment by 47% and improved learning path completion rates by 31%.