In this publication, we present a unified AIoT-based teaching and learning platform that combines an AIoT Development Kit with cloud-based IoT infrastructure to support hands-on learning, intelligent decision-making, and modular prototyping. The platform was evaluated through educational testbeds, including secondary schools and STEM workshops, demonstrating improvements in student engagement, skill development, and technological literacy…