Our recent Postgraduate Certificate program in Educational Technology provided a compelling chance to examine the burgeoning role of machine learning within the teaching environment. Participants actively engaged with a range of tools, from automated grading systems and personalized educational pathways to technology-based tutoring and curriculum p