WEKA is an open source machine learning software developed by the University of Waikato that provides a graphical user interface and Java API. It contains tools for data preprocessing, classification, regression, clustering, and association rule mining algorithms. WEKA is widely used for teaching, research, and industry applications and allows access to other machine learning toolboxes.