Yes – I always peel zucchini before eating/cooking it. The skin has sort of a waxy texture – even after you wash it – that I don’t care for. The best way to prep your zucchini is to peel it quick and then grate on a cheese grater. Give it a light squeeze to get out a bit of the water and you’re good!