The evolving landscape of teaching demands new approaches, and machine learning offers a crucial opportunity for career advancement . This specialized PG Cert pathway is built to empower educators with the knowledge and practical skills to responsibly utilize automated solutions into their classrooms . Participants will investigate potential pitfal