Linux is an open-source alternative to Microsoft Windows that is freely available and reliable. It has a command line interface and features like virtual memory, networking capabilities, multiple users, and graphical user interfaces. Common Linux commands include ls, cd, mkdir, rmdir, cat, cp, and editors like vi, emacs, nano are used to create and edit files. The Linux directory structure is hierarchical with key directories being /, /home, /usr, /var, and editors allow editing files in different modes like insert and command modes.