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Cloud-based GPU solutions harness the power of Graphics Processing Units (GPUs) within cloud environments, providing a robust platform for intensive computational tasks. These solutions have become increasingly relevant for optimizing AI workloads, offering the high processing power needed to tackle complex machine learning projects.