The purpose of an operating system on a computer is to manage hardware resources and provide a user interface for interacting with system components. It acts as a bridge between users and the computer, facilitating the execution of applications and ensuring smooth operation. Key functions include managing memory, processes, device drivers, and security protocols, all aimed at providing a stable and efficient computing environment for users and applications.