Bottled/filtered tastes a bit cleaner, depending on your locale. If your tap water has a particularly strong taste (around here, tap tastes pretty strongly of limestone), the difference will be greater. I would use bottled/filtered water when it's available, but if it's not, I wouldn't worry too much (unless you live in LA or something, the tap water there is awful).