Skill Decay and Retention Predictive Model

Develop a sophisticated Python script that models skill decay and retention using advanced time-series analysis and machine learning techniques. Create a system that can predict knowledge retention rates, recommend optimal refresher training intervals, and generate personalized learning reinforcement strategies. Implement using Prophet for time-series forecasting, integrate survival analysis techniques, and build an interactive prediction dashboard.