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