Purdue University has a wide range of research and educational activities in machine learning and computational statistics. Interested faculty and students are affiliated with the Department of Computer Science, the Department of Statistics, and the School of Electrical and Computer Engineering.

Current research includes contributions to the fields of computational statistics, data visualization, information retrieval, learning in privacy and security, text analysis, relational learning, computational biology, and network traffic analysis.