RapidMiner is a visual data science platform that enables analytics teams to build, validate, and deploy machine learning models without extensive coding. It offers drag-and-drop workflows, automated data preparation, and supports a wide range of algorithms for classification, regression, clustering, and text mining. RapidMiner integrates with databases, cloud storage, and business intelligence tools for seamless data mining and predictive analytics.