In this talk, we will discuss high-level machine learning use cases for IoT, provide an overview of the Eclipse Deeplearning4j ecosystem of tools, and tie it all together with a couple of real-life examples. This talk is aimed at Business Analysts and Solution Architects seeking ideas and inspiration for applying machine learning to IoT.