Etsy engineers built a system for stateful machine learning (ML) model training and online machine learning. The ML pipelines we use to generate training data from user actions require a number of offline, scheduled batch jobs. The real-time training data team began by looking far upstream of the batch jobs that compute training data.
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IntroductionDay 1 - PlanningDay 2 - ImplementationPresentation takeaways and impactFuture directions and conclusionSort: