At Geocode.com you can type in an address and Eagle™ geocoder will look up the address and give you its lattitude and longitude. This web page allows you to test out this software so free use is limited.
2011 Edit: This was posted before Google Maps was released. Now web based mapping is common and it is much easier to find the latitude and longitude of any point on the globe. See Wikipedia’s Google Maps article.