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Data Science 101: GPU Programming for Beginners

The presentation below is an educational resource that sets the stage for parallel programming with GPUs (graphics processing units) and was sponsored by the Center for Astrophysics and Supercomputing at Swinburne University of Technology. GPUs are becoming quite popular for the implementation of deep learning solutions. The presenter is Dr. Amr Hassan. Topics covered include: Introduction to Shared Memory Architectures, Why use GPUs?, Introduction to CUDA C, Using CUDA on gSTAR, Programming with CUDA C (Examples).


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