Learning Pathway Optimization through Cohort Analysis

Create a sophisticated cohort analysis framework to map and optimize student learning pathways across different curriculum tracks. Develop a data pipeline that tracks student progression, identifies critical learning bottlenecks, and generates personalized curriculum recommendations. The analysis should include time-series tracking, skill acquisition rates, and comparative performance metrics across different learning segments.