Adaptive Learning Path Recommendation Engine

Design a Laravel-based machine learning system that dynamically generates personalized learning paths for students based on their academic history, performance metrics, and individual learning styles. Create an intelligent recommendation engine that can analyze student data across multiple dimensions, predict optimal learning trajectories, and automatically suggest course modifications, supplementary resources, and intervention strategies.