The rapidly changing landscape of online platforms presents both challenges for educators. Recognizing this, a specialized Certificate is emerging to prepare instructors with the knowledge to effectively integrate machine learning into their instructional methods. This program will examine the potential of AI in student-centered approaches, assessm