This document provides an introduction and overview of Hivemall, an open source machine learning library built as a collection of Hive UDFs. It begins with background on the presenter, Makoto Yui, and then covers the following key points: - What Hivemall is and its vision of bringing machine learning capabilities to SQL users - Popular algorithms supported in current and upcoming versions, such as