Linux is a widely used open-source operating system that can run on desktops, servers, and embedded devices. The document provides basic commands for Linux like cal to view a calendar, date to check the date and time, and cd to change directories. It also gives an overview of installing and configuring web servers like Apache and PHP as well as databases like MySQL on a Linux system.