Advanced Learning Resource Recommendation Engine

Develop a sophisticated recommendation system using collaborative filtering and content-based algorithms in Node.js. Create a microservice that analyzes student learning patterns, course interactions, and resource engagement to generate hyper-personalized learning content recommendations. Implement a multi-layered caching strategy with Redis to optimize recommendation performance and reduce computational overhead.