The lecture covers different types of computer systems including single-user, batch, multi-programmed, time-sharing, real-time, and handheld systems. Each type is characterized by its interaction with users, goals, and operating environment, such as maximizing responsiveness in single-user systems or requiring strict timing in real-time systems. Various operating systems like DOS, Windows, and Unix are discussed in relation to these system types.