Linux is an open-source operating system that can be used as a server or standalone OS. It offers advantages like stability, robustness, security, and high performance. Linux directories include / for the root directory, /bin for essential programs, /home for user files, and /var for variable data. Common Linux commands include ls to list files, cd to change directories, grep to search files, and vi/emacs for text editing. Cron jobs allow scheduling commands to run periodically using a crontab file.