FTP is short for File Transfer Protocol. In other words, it's how you transfer files to your website so they can be viewed and downloaded. To use FTP, you need a piece of FTP software like WS_FTP (it is for free) or Total Commander.
If however, you don't want to do these, you can log into your web hosting control panel and upload (transfer) files to your website through Web Based File Manager.