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I found Wen Mei Hwu's "Heterogeneous Parallel Programming" course on Coursera to be an excellent class: https://www.coursera.org/course/hetero

thank you, does he also teach CUDA in it ?

Yes. It's quite CUDA focus.

the course seems to be not available anymore