Since Antarctica is neither owned by any country and nor inhabited by any residents, the only people visiting it are the one who work at the science research stations there and tourists. So, you can visit it by taking a Argentina bound flight from India after acquiring a visa for Argentina. From Ushuaia, a ship will take you to Antarctica.