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