FTP, which is short for File Transfer Protocol, is a internet protocol that allows you to transfer files between your computer and a server. It is also used for FrontPage, DreamWeaver and other nother website creation tools for publishing the created site.
The most popular way to establish FTP connection is trough your web browser directly or using FTP client installed on your computer, like FileZilla.