Weka software is an open-source data mining tool that offers a graphical user interface for analysis and modeling of data. It provides various built-in algorithms for classification, clustering, regression, and association rules. Weka also supports data preprocessing, visualization, and feature selection techniques, making it a complete data mining solution. Additionally, it allows for integration with other programming languages such as Java.