Eugene Yan • 3/6/2019

DATAx - A Production ML system for SEA's Biggest Hospital Group

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This article details a technical case study where uCare.ai developed a production-grade machine learning system for Parkway Pantai Group. It covers the methodology, tech stack, and challenges in creating a system that predicts a patient's total bill at pre-admission, reducing prediction error significantly. The talk included specifics on data validation, feature engineering, model deployment, and architecture.

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#Machine Learning #Data Science #Mlop
DATAx - A Production ML system for SEA's Biggest Hospital Group

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