Orange Data Mining is a Python-based visual data science workbench that allows users to build ML workflows through a drag-and-drop interface without requiring programming knowledge. It integrates with scikit-learn, numpy, scipy, and pandas to provide classification, clustering, regression, and visualization capabilities. The tool targets both novices and experts, democratizing data science through intuitive workflow composition.