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Hi Karthik, nope it's not 'automatic' but there are several free utilities out there that will produce lats/longs that you can then paste into an Excel spread sheet and connect it to Tableau. The one I usually use (here in the US) is:
It'll do up to 1,000 addresses, with fairly good accuracy.
Thanks Shawn for your Helpful response.