Machine Learning can often be a daunting subject to tackle much less utilize in a meaningful manner. In this session, attendees will learn how to take their existing data, shape it, and create models that automatically can make principled business decisions directly in their applications. The discussion will include explanations of the data acquisition and shaping process. Additionally, attendees will learn the basics of machine learning - primarily the supervised learning problem.
Modern mobile devices and smartphones are reaching the computing capabilities reserved until recently for desktop PCs. Windows 10 phones and tablets with 8 CPUs and very powerful GPUs are expected soon. Despite significant progress in reducing power consumption these devices are able to draw more power under sustained load than can be safely dissipated with current passive cooling technologies. Windows 10 and the hardware it runs on are designed to safely handle such situations, mostly by reducing the system performance — which could affect game-play negatively. Learn to counter this effect by designing games that achieve sustained thermal-to-quality tradeoffs in these systems.