ODSC East 2020: Deep Learning in Intelligent Process Automation
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This workshop will provide an overview of intelligent process automation best practices. This workshop will focus on alternating case studies and hands-on group exercises. Topics covered will include: an overview of modern document understanding focusing on the applicability of modern deep learning and transfer learning methods; construction, communication, and measurement of quantitative success metrics; solution architecture for common exotic problem variants such as multi-hop reasoning; and finally focusing on compliance requirements in intelligent process automation brought on by GDPR's recital 71 and the CCA. This will be a highly interdisciplinary session and should be approachable for anyone with a basic statistics background
Workshop Overview and Author Bio
Deep Learning in Intelligent Process Automation
Slater Victoroff
Slater Victoroff
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