You may be seeing QR codes in many places from people's cards to ads to the Denver Airport. Each of these QR codes is a link to more information. For example, the one on the right here goes to this article.
In most cases QR codes are read from mobile phones. To do this you need an app. This article looks at several apps various phones that you may want to consider.