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 Coding & Developer Productivity

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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.

6 lessons1 capstone project

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Curated Certification CAI09

Use AI coding assistants deliberately: prompt, refactor, test, document, delegate tasks to agents and keep engineering rigor.

Benchmark: Curated source set: Microsoft Learn / GitHub + DeepLearning.AI + Google + DeepLearning.AI + JetBrains + DeepLearning.AI + Anthropic -- 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.

Core Course Stack

1. GitHub Copilot Fundamentals Part 1 of 2

2. GitHub Copilot Fundamentals Part 2 of 2

3. Get started with GitHub Copilot

4. Pair Programming with a Large Language Model

5. Spec-Driven Development with Coding Agents

6. Agent Skills with Anthropic

Hands-On Mastery Capstone

Build or modernize a small application using an AI-assisted workflow. Require a written spec, tests, code review, documentation, before/after productivity evidence, and a retrospective on where AI helped or introduced risk.

Proof Rubric

  • repository / notebook / artifact
  • evaluation evidence
  • short technical or executive readout
  • reflection