Guided transmission media in computer networks includes twisted-pair cables, coaxial cables, and fiber-optic cables, each with distinct features and applications. Twisted-pair cables are popular due to their cost-effectiveness but have limitations in bandwidth and distance, while coaxial cables offer higher bandwidth but are bulkier. Fiber-optic cables provide extremely high bandwidth and long-distance transmission, although they are more expensive and fragile.