Our recent Postgraduate Certificate qualification in Educational Technology provided a compelling opportunity to investigate the burgeoning role of machine learning within the teaching environment. Participants keenly engaged with a variety of tools, from automated grading systems and personalized learning pathways to AI-powered tutoring and curric