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There are many Cuda programming resources on the web and of course the Nvidia Cuda website.

Stanford Seminars on High Performance Computing with CUDA
Stanford has posted videos from the Spring 2011 seminar series held at the Institute for Computational and Mathematical Engineering (ICME). The ICME is directed by Professor Margot Gerritsen.

  • Lecture 1: Intro to HPC with CUDA 1 (Cyril Zeller)
  • Lecture 2: Intro to HPC with CUDA 2 (Justin Luitjens)
  • Lecture 3: Optimizations 1 - Global Memory (Inderaj Bains)
  • Lecture 4: Optimizations 2 - Shared Memory (Steven Rennich)
  • Lecture 5: Finite Difference Stencils on Regular Grids (Paulius Micikevicius)

The following Stanford Univ. video lectures are available for viewing.

HPC  

HPC & GPU Supercomputing Group of Boston
A group for the application of cutting-edge HPC & GPU supercomputing technology to cutting-edge business problems.Prof. Lorena Barba’s research group at Boston University
She is a computational scientist and fluid dynamicist with research interests including GPU computing.

Look around the web as there are many similar GPU resources.