Linux is an open-source operating system based on the Linux kernel. It is used widely in servers, desktops, embedded systems, and other devices. The Linux directory structure is organized with key directories like /bin, /etc, /home, /lib, /usr, and /var that contain essential system files, configurations, user files, libraries, applications, and variable/log files respectively. Popular Linux distributions combine the kernel with applications and provide installation and support.