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It’s Time for Cognitive Computing February 8, 2017 1 The Cognitive Era Unleashes Two Digitization Waves Mainframe IT Era PC + Web 1960 IoT + Analytics + Automation ((Machine Learning Cloud + Mobile 1980 2015 2005 People Centric Digitization x86 Linux Web VMs iPhone Cloud Containers Cognitive Computing Machine Centric Digitization Drivers of Innovation Enterprises Consumer February 8, 2017 Digitization (Data) & IoT (Machines) 2 Three worlds are converging: IT, Human and Physical Worlds February 8, 2017 3 Processing moves to the data In previous computing eras we moved the data to the processing In the 4th Era processing moves to the data IoT Device Processing Data Processing February 8, 2017 4 What is cognitive computing? Cognitive computing systems learn and interact naturally with people to extend what either humans or machine could do on their own. They help people make better decisions by penetrating the complexity of Big Data. February 8, 2017 5 The Modern AI Hardware is Real – Ready Now Google TPU Facebook FAIR Intel Movidius NVIDIA GPUs February 8, 2017 6 Cognitive Computing Artificial Intelligence Machine Learning 1950s 1980s Deep Learning 2010 February 8, 2017 7 What is cognitive computing? Software that combines the power of computing with brain-like intelligence to solve and even anticipate complex problems. February 8, 2017 8 Levels of Cognitive Computing Machine Learning Speech Recognition Vision Bots Weak AI Strong AI Degrees of Cognitive Computing Affected Computing NLP Handwriting Recognition Deep Learning February 8, 2017 9 Cognitive Use Cases Expert Systems Natural Language Processing Virtual or Digital Assistants Recommender Systems Bots Vision Systems Speech Recognition Handwriting Recognition Gaming Robotics February 8, 2017 10 Essential Technologies for Cognitive February 8, 2017 11 IT and OT Begin to Merge and the Modern Enterprise Shifts February 8, 2017 12 Cognitive Application Flow Raw data for analysis and training of the model Cloud Services Image tagging Multi-dimensional filtering Real time processing Data Ingest API(s) Pedestrian detection Car make / model License plates Traffic / road signs Pedestrian avoidance Crowd Sourcing, Video, Image, Audio Model training Car safety Real time road sign detection Collision avoidance Model propagation to the edge Edge Devices and Computing Cloud February 8, 2017 13 Future of Cognitive Industries will transform and merge • Most if not all industries will be affected • Healthcare - opportunity to reinvent itself • What are the Requirements? Connectivity with Things Computing at the Edge Streaming Analytics February 8, 2017 Distributed Processing Process Orchestration 14 Thank you http://twitter.com/kerrieh [email protected] February 8, 2017 15 15