Graphics Processing Units

Graphics Processing Units (GPUs) are specialized hardware devices designed to perform complex mathematical calculations and data processing in parallel. Originally developed for rendering graphics in video games and other visual applications, GPUs have become an essential tool in the field of data science due to their ability to perform large-scale computations quickly and efficiently. GPUs are particularly useful for tasks such as machine learning, deep learning, and neural network training, which require massive amounts of data processing. By utilizing the parallel processing power of GPUs, data scientists can significantly reduce the time required to train complex models and analyze large datasets.
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