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.

Product-Market Fit, Traction & Growth

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

8 lessons1 capstone project

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Curated Certification CEI04

Recognize genuine product-market fit, choose traction metrics, build disciplined growth loops and scale only after customer pull, retention and economics justify expansion.

Benchmark: Curated source set: Y Combinator + Harvard Innovation Labs + Microsoft Learn + MIT OpenCourseWare -- Credential note: this is a Zuyini mastery certificate built from the cited public courses. It is not issued, sponsored or endorsed by the source institutions, providers or companies.

Hands-On Mastery Capstone

Diagnose whether a venture has true product-market fit and design the next growth stage. Separate vanity from decision metrics, model retention and growth, and define explicit scale/no-scale gates.

Proof Rubric

  • PMF evidence review
  • cohort/retention analysis
  • traction dashboard
  • growth-loop map
  • scale-readiness scorecard
  • bottleneck analysis
  • experiment backlog
  • scale decision memo