No, you don't need to partition again, and so you don't actually need to back up the SD card either (though good to do occasionally anyway). If you are flashing over you don't even need the Ti backup, but that one's a good idea in case something doesn't work out and you do need to wipe after all.
The essential one is the backup from within recovery, i.e. a nandroid.