A more un-obtrusive way (assuming you use jQuery):
HTML:
Javascript:
$('#my-link').click(function(e)
{
e.preventDefault();
});
The advantage of this is the clean separation between logic and presentation. If one day you decide that this link would do something else, you don't have to mess with the markup, just the JS.