Our recent Postgraduate Certificate course in Educational Technology provided a compelling platform to investigate the burgeoning role of machine learning within the teaching environment. Participants actively engaged with a range of tools, from automated grading systems and personalized educational pathways to AI-powered tutoring and curriculum pl