Our recent Postgraduate Certificate program in Educational Technology provided a compelling chance to explore the burgeoning role of machine learning within the teaching sector. Participants keenly engaged with a range of tools, from smart grading systems and personalized educational pathways to data-driven tutoring and curriculum planning. The exp