Most torrenters use public trackers to find and download files through BitTorrent. So in that sense, yes, you can download a torrent from a public place provided you have a torrent client installed on your device.
The files themselves are downloaded from other BitTorrent users who have downloaded the file and are now uploading it to fellow users.
Private trackers are also available and are often safer, but typically require an invitation from an existing member.