This seminar provides an introductory overview of the new GPU functionality in Mathematica 8 by using OpenCL. Topics include reasons for using the GPU, overviews of OpenCL and CUDA, some use cases for OpenCL, how to use OpenCL from within Mathematica, and the GPU programming workflow within Mathematica.