Spotlight on Data – The Power of Deep Learning in the Hands of Domain Experts with Jeremy Howard and Hirokazu Narui
English | Size: 467.55 MB
Category: Tutorial
How do you put the power of deep learning into the hands of product managers, business analysts, innovators, educators, and researchers?
Join us for this edition of Spotlight on Data to find out how Silicon Valley Innovation Laboratories-a research center established by Japanese electric and electronics equipment company Furukawa Electric-trained a deep learning model to recognize manufacturing defects in fiber optic cables using platform.ai.
In this case study, Hirokazu Narui, the business development manager at Silicon Valley Innovation Laboratories, will walk you through how he accomplished this without writing any code or needing the help of a data scientist. In just three hours, he learned how platform.ai works and labeled enough images (in this case, 500 labeled from scratch and 500 prelabeled) to get 100% accuracy on a hold-out set. Jeremy Howard, chief scientist at platform.ai, will also be on hand to give a brief overview of the platform.
O’Reilly Spotlight explores emerging business and technology topics and ideas through a series of one-hour interactive events. You’ll engage in a live conversation with experts, sharing your questions and ideas while hearing their unique perspectives, insights, fears, and predictions for the future.
In every edition of Spotlight on Data, you’ll learn about, discuss, and debate the tools, techniques, questions, and quandaries in the world of data. You’ll discover how successful companies leverage data effectively and how you can follow their lead to transform your organization and prepare for the Next Economy.
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