Our recent Postgraduate Certificate program in Educational Technology provided a compelling chance to investigate the burgeoning role of machine learning within the teaching landscape. Participants actively engaged with a selection of tools, from smart grading systems and personalized study pathways to data-driven tutoring and curriculum developmen