Making background transparent in GIMP

To expand on utopicam’s answer, sometimes your image might contain areas, such as shadows, that you’d want to be semitransparent. For example, let’s say you have a photo shot in a lightbox, such as this nice and freely licensed picture of a Swedish wooden toy horse courtesy of Creative Tools: