This talk is part of the Iowa State University Statistics Department lecture series on GPU computing. More information on this talk is available at http://will-landau.com/gpu/cudac-intro.html. The website for all the talks is http://will-landau.com/gpu/.
In a nutshell, GPU computing makes use of graphics cards to parallelize algorithms, speeding up computations by several orders of magnitude.