The increasingly dynamic landscape of instruction demands modern approaches, and machine learning offers a vital opportunity for skill enhancement. This targeted PG Cert pathway is designed to prepare instructors with the understanding and hands-on experience to responsibly utilize automated solutions into their curricula. Participants will examine