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