Cloud GPU platforms provide on-demand access to Graphics Processing Units (GPUs) through virtualized infrastructure optimized for AI and machine learning workloads. These services offer specialized GPU hardware, automated scaling, and ML-specific development environments, enabling organizations to access high-performance computing resources without physical hardware investment.