We'll cover the emerging area of industrial IoT and the application of deep learning and AI to this space. DIgital Twin was named one of the top five tech trends for 2017 by Gartner and it is the foundational technology for GE's industrial internet platform called Predix. Digital Twin is a live digital representation of a physical system that is predictive in nature and uses continuous learning to get better as new data comes in from the physical system. Digital Twins coupled with AI technologies such as deep learning, and high performance computing are used to precisely predict future behavior under new scenarios and optimize the system: can we get an extra 1% in efficiency and save millions of dollars worth of fuel, can I produce 1% more in output from a manufacturing plant, can we optimize a hospital, can we detect smaller lesions and do so earlier? Deep learning and GPUs play a key role in harnessing the value from massive streams of IIoT data - from anomaly detection, to video analytics to optimization.