Etymonline and wiktionary don't seem to agree on that one.
Many European languages have cognates (Ente, anatra, eend), but duck seems isolated. Where does English take duck from?
Edit
As Henry has pointed out, the etymologies of etymonline and wiktionary are actually consistent. See comments.
Best Answer
From the wikipedia page for the animal: