Our recent Postgraduate Certificate qualification in Educational Technology provided a compelling opportunity to examine the burgeoning role of machine learning within the teaching landscape. Participants keenly engaged with a variety of tools, from intelligent grading systems and personalized educational pathways to technology-based tutoring and c