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Depending on where you are driving from, it might make sense to drive to Michigan City, IN, and take the South Shore train into the city.
There is good free parking, and the train tickets are cheap and easy to get.
You can then walk to your hotel and the museums without worrying about driving or parking.
This is what we normally do, and it is much easier.