You can disable autocorrect if you like, though when you do you'll probably miss it when you do. Settings>General>Keyboard>Auto-correction Toggle switch to Off. Unfortunately you can't edit contents of the dictionary iOS uses for autocorrect, so once it learns a word, you are stuck with it.