In this session we will explain how you can use Azure Machine Learning in combination with Kinect for Azure to recognize objects inside a Windows desktop app. We will explain how Kinect for Azure works, What tools are available, how to connect to the device and how you can start building your intelligent apps. Live demos will be used during the session with an actual Kinect for Azure device.