Absolutely not! a) It's not necessary, b) It's a huge electrical risk, c) It could invalidate any warranty you have on your Keurig coffee maker and home/contents insurance policy. Simply wipe it down with a lint-free cloth as suggested, and clean the non-electrical components as we've advised up top.