What is the difference in PH of water and pH of milk?

Water is completely neutral (7) whereas milk is ever so slightly acidic.

Some milks are more acidic than others (but only by a little bit, eg processed milk will be more acidic) and you'll sometimes find that tap water isn't exactly neurtral, depending on how much chemical and dirt and stuff you have in it.