Data Science for Internet of Things provides a concise introduction to the application of Predictive learning algorithms to Internet of Things. This mini book is based on my teaching at Oxford University, UPM (University of Madrid) and also working with consulting clients. We first outline the key issues involved and then explores three key areas: Stream processing, Deep Learning and Sensor fusion for IoT. The book is also a recommended material for the Stanford University course : Building a Successful Business for the Internet of Things and Mobile (BUS20) -- Back cover.