While we can train deep neural networks on a standard CPU -- and I often do this for debugging code -- it is way more efficient to do the training on a GPU. In this optional video I am going over using Google Colab, which provides a beginner GPU for free.

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This video is part of my Introduction of Deep Learning course.

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