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Thursday, June 27 • 2:30pm - 3:20pm
DA4: AI & Machine Learning: From Algorithms to Prescriptive Analytics on the Edge

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Machine Learning models can help you with anomaly detection and AI can identify manufacturing defects based on AOI camera images.  However, what are the algorithms actually doing?  This session gives an overview of machine learning and AI. It covers the basics of various types of algorithms and how breakthroughs in computer vision and speech have been possible with deep learning.  It examines why deep neural networks are so computationally expensive and how we can accelerate their processing on edge devices.  It wraps up with a demo of a day in the life of a data scientist, training a model for AOI image classification, containerizing it, and deploying it to an edge server.
Speakers
avatar for Ted Way

Ted Way

Senior Program Manager, Microsoft Azure Machine Learning, Microsoft
Ted Way is a senior program manager on the Azure Machine Learning engineering team at Microsoft, where he works on bringing machine learning to the edge and hardware acceleration of AI. He’s passionate about telling the story of how AI will empower people and organizations to achieve... Read More →

Thursday June 27, 2019 2:30pm - 3:20pm PDT
Meeting Room 212AB
  Conference Session