Predictive Learning Resource Recommendation Engine

Design a machine learning-powered recommendation system that suggests personalized learning resources based on comprehensive learner profiles. Develop a hybrid recommendation approach combining collaborative filtering, content-based filtering, and contextual learning path analysis. Implement advanced feature engineering techniques to capture nuanced learning preferences and skill development trajectories.