Linux is a widely used open-source operating system that can run on desktops, servers, and embedded devices. It includes basic commands like cal, date, cd, and cat. The document also provides overviews of installing and configuring the Apache web server, PHP, and MySQL to set up a basic LAMP stack on a Linux system.