Our recent Postgraduate Certificate program in Educational Technology provided a compelling opportunity to explore the burgeoning role of machine learning within the teaching sector. Participants actively engaged with a variety of tools, from smart grading systems and personalized study pathways to technology-based tutoring and curriculum planning.