Over the holiday, we visited my family in Ohio. The Franklin Park Conservatory in Columbus is one of the largest I've seen. It contains plants from around the world, bonsai trees, seasonal displays, and courtyards filled with artwork and koi ponds.
Location: 1777 East Broad Street, Columbus, Ohio. It's a part of the larger Franklin Park.