Is water snake an amphibian

No. The actually group of snakes classified as "water snakes" are non venomous. However, there are many semi aquatic and aquatic species that are venmous, but go by other names. If you see a snake and do not know what species it is, then treat it as if it might be venomous and leave it alone.