Hong Kong and Macau Visa

Hello we are having Indian passport me and my wife planning for honeymoon in Hong Kong. I know that we can get free visit for 14 days on arrival at Hong Kong airport. But my question is can we also visit Macau by same one or we have to get different visa for Macau? If yes then how can we get?