Our recent Postgraduate Certificate course in Educational Technology provided a compelling chance to investigate the burgeoning role of machine learning within the teaching sector. Participants keenly engaged with a range of tools, from intelligent grading systems and personalized study pathways to data-driven tutoring and curriculum development. T