We just went through both OAK and MDW with a sippy cup full of milk for a five-year-old. (Yes, we're trying to get him off them, that's another story.) TSA didn't blink an eye.
BTW, the Southwest FA told us they don't carry dairy products on any of their flights, so it's a good thing we brought the milk with us.