Linux Distribution is like an operating system made from softwares and Linux kernel. Each operating system is different in Graphic interface and package manager.

There are several Linux distributions like CentOS, Ubuntu, Redhat, OpenSUSE, etc. Most users use Ubuntu Linux for their Desktop system because it's user friendly GUI & easy to use.