Think of retargeting a bit like internet stalking.
You go and view an Ad or product on a website. The Ad network responsible for displaying that Ad then places a cookie on your computer.
When you carry on browsing different websites that Ad seems to follow you around even when viewing totally unrelated websites.
This is a demonstration of Ad retargeting.
Google AdWords’ term for retargeting is Remarketing