The document explains the fundamental components of computers, such as the CPU and memory, and their operation using binary language, which consists of the digits 0 and 1. It contrasts binary with the human-readable decimal system and other numbering systems like octal and hexadecimal. Additionally, it illustrates how these systems relate to one another in terms of representing data and commands within computer systems.