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.

Research, Verification & Information Integrity

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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 CMC02

Verify claims, images, video, sources and datasets before publication; distinguish evidence from inference; document provenance and corrections; and build resilient fact-checking workflows.

Benchmark: Curated source set: Google News Initiative + Knight Center / UT Austin + C2PA + OpenAI -- 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

Investigate a high-velocity claim or piece of viral media. Build an evidence trail, verify source identity and context, run image/video and data checks, record provenance limits, challenge your working hypothesis and publish a transparent verification memo with corrections protocol.

Proof Rubric

  • claim map
  • source hierarchy
  • search/verification log
  • reverse-image/video evidence
  • data checks
  • provenance assessment
  • uncertainty statement
  • publish/correct decision