The best bus to take is the #6 express bus south. It runs express from downtown to the general area of the museum.
Perhaps using an uber to get there would be a better option. Depending on the time you go it may not be very expensive. I also have seen citi tour buses drop people off there as well.
I just googled it and it gave me a pretty good list of bosses headed from Jackson to the museum
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