Our recent Postgraduate Certificate course in Educational Technology provided a compelling chance to investigate the burgeoning role of machine learning within the teaching landscape. Participants keenly engaged with a variety of tools, from automated grading systems and personalized study pathways to technology-based tutoring and curriculum develo