GPUs are critical hardware for AI because they can perform many calculations simultaneously (parallel processing). Training large AI models requires thousands of GPUs working together. NVIDIA dominates the AI GPU market with chips like the A100, H100, and B200. Cloud providers like AWS, Google Cloud, and Azure offer GPU instances for AI workloads.










