An autonomous college is an educational institution granted freedom to design its own curriculum, conduct exams, and manage academic policies independently, while remaining affiliated with a university. This autonomy enhances flexibility, innovation, and quality in teaching, allowing colleges to tailor education to industry needs and student development.