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00:00 Introduction (Robert Iannello) 02:45 Principles and Practices of Engineering Machine Learning Systems (Vijay Janapa Reddi) 37:08 Hands-on Edge AI Workshop for Educators using Seeed Grove Vision AI V2 (Marcelo J. Rovai) 1:08:39 Post Workshop Reflections (Marcelo J. Rovai) Edge AI is the use of artificial intelligence directly on devices at the edge of the network, like smartphones, sensors, and microcontrollers, without always relying on the cloud. This shift is making technology faster, more efficient, and more sustainable, while enabling billions of devices to deliver smarter experiences across industries. In this session, Robert Iannello, Senior Education Manager at Arm, introduces a discussion on how Edge AI can be taught in the classroom. Robert is joined by Professor Vijay Reddi of Harvard University who explains why AI engineering is just as important as algorithms when preparing the next generation of engineers. Marcelo Rovai from UNIFEI follows with a hands-on demonstration of TinyML and Edge AI using the Grove Vision AI Module from Seeed Studio: https://www.seeedstudio.com/Grove-Vis... Learn more on how Arm is helping close education and skills gaps: https://www.arm.com/resources/education