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 Agent Engineering

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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 CAI06

Progress from agent fundamentals to tools, MCP, multi-agent coordination, evaluation and production-ready workflows.

Benchmark: Curated source set: Hugging Face + Google Skills + Microsoft Learn + DeepLearning.AI + crewAI + DeepLearning.AI + LangChain + 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. AI Agents Course

2. Agent Fundamentals

3. Introduction to building AI agents

4. Develop AI agents on Azure

5. Multi AI Agent Systems with crewAI

6. Functions, Tools and Agents with LangChain

7. Agent Skills with Anthropic

8. MCP: Build Rich-Context AI Apps with Anthropic

Hands-On Mastery Capstone

Ship a tool-using agent with explicit instructions, memory/context, at least one MCP or API integration, guardrails, traces and an evaluation set. Include a runbook and failure-recovery strategy.

Proof Rubric

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