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 enthusiastically engaged with a range of tools, from automated grading systems and personalized educational pathways to data-driven tutoring and curriculum