The rise of online education is significantly reshaping the educational landscape. Traditionally reliant on brick-and-mortar classrooms, students now have access to a diverse range of programs delivered through diverse platforms . This transition offers enhanced adaptability for learners, enabling them to study at their own speed and from virtually