It depends on the theme you are using. The index.php file in your theme applies to your home page. So if you change the HTML structure in there to be 3 columns, your home page should be 3 columns.
Be careful though because index.php will also apply in some cases beyond the home page. Take a look at the Template Hierarchy for the order of precedence theme files are matched on for any given request.