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