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