Connecting through another FTP [closed]

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http://serverfault.com – I have some very large files I'd like to transfer to my new dedicated server from a shared hosting account. I'm wondering if it's possible, using Ubuntu Server, to connect to the other FTP (which allows SSH access as well) and download the files straight to the dedicated server? If so, how would I go about doing this? (HowTos)