Our recent Postgraduate Certificate course in Educational Technology provided a compelling chance to examine the burgeoning role of machine learning within the teaching landscape. Participants enthusiastically engaged with a range of tools, from automated grading systems and personalized educational pathways to AI-powered tutoring and curriculum de