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.

Marketing Analytics, Attribution & Conversion Optimization

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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 CMG05

Turn marketing activity into decision evidence using web analytics, funnel analysis, attribution, dashboards, customer journeys and disciplined experiments.

Benchmark: Curated source set: Google Skillshop + HubSpot Academy + Salesforce Trailhead + Semrush Academy + Google for Developers -- 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

Instrument and analyze a marketing funnel from acquisition through conversion. Produce a decision-ready dashboard, identify drop-offs, propose experiments and quantify expected business impact.

Proof Rubric

  • measurement plan
  • event taxonomy
  • funnel dashboard
  • attribution comparison
  • conversion audit
  • A/B test design
  • insight memo with prioritized actions