TED is an organisation. They organise big annual conferences where inspirational speakers give talks on a wide range of topics. So a TED talk is a presentation or talk given at one of these conferences. The aim is to spread good, imaginative or even crazy ideas to get people thinking. TED is fantastic. You can watch all of the past TED talks here: www.ted.com
Just choose the topic you are interested in.