Abstract
This chapter provides an overview of some popular business and industrial applications of machine learning/data mining algorithms. The survey-like introductory section provides a brief overview of some relevant historical and trending applications, while the other four sections present specific details on four selected business and industrial applications. Each section focuses on a different considered algorithm, namely neural networks, rule induction, tree algorithms, and neighborhood-based algorithms.