: Moving Vocational Undergraduates from "Bringing In" to "Going Out"
: A Three-Stage Progression from "Tool Mastery" to "Commercial Delivery"
: A Systematic Solution from "Five Common Problems" to "Three-Layer Reconstruction"
: Building a School-Wide Shared AI Training Hub at Higher Vocational Colleges
: A Map of Experiment Types — Web Interaction, Jupyter Programming, Docker Containers, Agent Orchestration, Cloud PCs and Hardware Compute
From empty classroom to a running, certified AI teaching lab in weeks — infrastructure, curriculum, and faculty enablement in one turn-key program.