Adaptive Learning Path Recommendation Engine

Develop an advanced Excel-based recommendation system using machine learning algorithms and VBA macros to generate personalized learning paths for students. Create a multi-dimensional scoring matrix that evaluates student performance across different learning domains, recommending targeted interventions and adaptive curriculum modifications. The system should incorporate collaborative filtering techniques, learning style assessments, and predictive competency scoring.