The hardware component crucial for a computer’s capability to process large datasets is the central processing unit (CPU), particularly those with multiple cores and high clock speeds. Additionally, graphics processing units (GPUs) can significantly enhance parallel processing capabilities, optimizing tasks associated with data analysis and machine learning, enabling efficient handling of enormous volumes of data.