Computer hardware consists of the physical components of a computer system, categorized into input devices, output devices, and the system unit. Input devices like keyboards and scanners allow data entry, while output devices such as monitors and printers present information to users. The system unit includes crucial components like the motherboard and CPU, which process data and manage memory.