Production System Articles

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2/7/2021 • EN

DataTalksClub - Building an ML System; Behind the Scenes

A behind-the-scenes look at designing and implementing a production machine learning system for a major hospital group, covering architecture and validation.

Azure Data Pipeline Machine Learning Model Deployment Production System

Eugene Yan

3/6/2019 • EN

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

A case study on building a production ML system to predict patient hospitalization costs for Southeast Asia's largest healthcare group.

Data Science Healthcare Technology Machine Learning Mlop Production System

Eugene Yan

Production System Articles

DataTalksClub - Building an ML System; Behind the Scenes

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

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