Read-Only Memory (ROM) is a non-volatile storage type that permanently contains data and instructions, which cannot be altered after manufacturing. There are different types of ROM, including PROM, EPROM, EEPROM, and Flash memory, each with varying capabilities for erasure and rewriting. ROM is essential in computers as it retains information even when powered off.