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