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THE BIG FESTIVAL ABOUT SMALL CITIES
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Thursday, April 11 • 4:25pm - 5:00pm
Lightning Talks: Building Data Science Microservices

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Many data scientists work on their local machines and share models or analyses by sharing the code. This model does not scale well: it can lead to reproducibility issues as changes are made locally and not shared, there is duplication of work, and no one maintains or monitors performance centrally. This talk will describe building local microservices that can be shared by all members of a data science team. A microservice for data science accepts and input and returns an output. That input may be a feature set and the output may be a prediction, for example. This talk will walk through what a microservice is and how I approached building our first microservice.

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Speakers
avatar for Michael Zelenetz

Michael Zelenetz

Analytics Project Lead, NewYork-Presbyterian
Michael is a paramedic turned data scientist. He works on the analytics team at NewYork-Presbyterian and is passionate about using data to improve healthcare.

Sponsors

Thursday April 11, 2019 4:25pm - 5:00pm EDT
Violet Crown: Theater 5 200 W Main St, Charlottesville, VA 22902, USA