It used to be the Android Market, and then Google decided to work some internal magic on it and came up with the amazing idea of joining all forms of media together into one convenient cloud-based hub and called it Google Play. Android Market, Google Play, whatever you want to call it doesn't really matter as it is essentially the same thing as it always has been and still contains all of the app related goodness which Android has to offer.
