CPUs and GPUs have different strengths and are used for different purposes.CPUs are best for operating systems, databases, web applications, and executing complex sequential logic.GPUs are best for machine learning, deep learning, big data processing, graphics rendering, and massively parallel mathematical computations.In a real-world example, the GPU was approximately 13 times faster than the CPU in matrix multiplication.