Many industries use data science and machine learning to recognize patterns, detect changes, and make predictions to enhance their operations. The availability of open-source tools has facilitated this trend since the mid-2000s. Today, improvements in predictive models can result in significant financial gains. However, training these models requires significant computational resources, with GPUs offering a solution to scalability issues that CPUs can no longer handle due to the limitations posed by Moore's law.
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