Peripheral Initialization is the process of configuring and preparing peripheral devices for operation within a computer system, ensuring they are ready to communicate with the central processing unit. This involves setting up essential parameters like data transfer protocols, interrupt settings, and power management to ensure seamless integration and functionality.