Role-Driven Mastery System

Master the skills the job market is actually hiring for.

Follow a job-market-audited Role Path, move through a discipline end-to-end with a Career Pathway, or pursue a university-benchmarked Academic Certificate — each with a Basic → Intermediate → Advanced ladder, direct video learning bridges and a capstone proof-of-work project.

AI Product Management & Economics

Not Started0 / 10 complete

Open a video or resource link, watch it, then check its box to track your progress and unlock what comes next.

10 lessons3 levels1 capstone project

Make AI product choices using user value, model capability, quality thresholds, latency, token/inference cost, build-vs-buy, risk, human escalation, adoption, and unit economics.

BASIC