This article discusses the advancements of predictive and prescriptive analytics in the context of the Internet of Things and the availability of sensor-generated big data. It focuses on real-time decision making and the incorporation of these analytics into data-driven information systems. Topics such as Machine Learning, Deep Learning, and Reinforcement Learning are also included in the scope of this article.