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MLOps.community #4 - Building an ML platform @SurveyMonkey with Shubhi Jain
MLOps.community
Data Scientists Want Point and Time Window Views
We have a streaming architecture that reads off of our application logs from all our services. It creates a one to one mapping between the features that are in our future store here and what spills off of our app logs in real time. This made it super easy for or data scientists to get up and running with any use case they needed to work on. And so this machine learning feature store sits within awwe use a w s forall for all this. So i'm able to get single line reads super fast for my real time feature store, but i's able to do my bulk reads against my trip my my bulk feature store as a data scientist, whenever i want,. again, at a
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