Unless you purchase distilled water, the ph can be far from 7. If you are growing in soil, it likely won't be an issue. If you are working in a soiless or hydroponic medium-- yes check the ph. I would also say that if you have a hydroponic system, you are well advised to get a reverse osmosis (RO) water filter.
Good luck!