BUY.ALL.THE.GROUPONS!!! You cannot beat $12 for 2 people at the museum, that's an entire day of not having to clean up toys or watch Trolls for the 112th time.
I recommend coming around lunch time. Eat first then come play while everyone else goes out to eat. Even for a Weekday this place was packed with kids.