RAPIDS cuML

RAPIDS cuML is a software library that accelerates machine learning tasks by using graphics processing units (GPUs). Unlike traditional methods that run on CPUs, cuML leverages the parallel processing power of GPUs to analyze large datasets quickly and efficiently. It provides tools for common machine learning algorithms like clustering, classification, and regression, making data analysis faster whether you're working with small or massive amounts of data. This helps data scientists and analysts perform complex computations more rapidly, supporting faster insights and smarter decision-making in fields like finance, healthcare, and engineering.