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.
Sensors are changing the way we live and how we experience the world around us as they become ubiquitous across all form factors: large screen, laptops, tablets, phones, wearables and IoT devices. This session provides an overview of the unified development story for sensors and the key investments in Windows 10. Topics include: Overview of the sensors support for Windows 10, New sensors support, New devices: Barometer, Long Range Proximity, and custom sensors, Composite sensors and activity tracking, Sensors driver architecture: Sensors Framework, driver models, DDSI surface and related WDK samples, and How to bring up your sensors on Windows: step-by step guide and tips, driver validation (HLK). Intended Audience: OEMs, ODMs, IDHs, IHVs, Peripheral Manufacturers, Driver Developers.