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Talkat Scale By the Bay 2021 · 2021-10-28..10-29· [scala, kubernetes, data-engineering]
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Announcement for a co-presentation that demonstrates how big data engineers and data scientists divide work to build a working machine learning pipeline, from data ingestion to model serving, and how it runs in a cloud ecosystem. It presents a big data engineer perspective and a data scientist perspective, shows practical stacks like Scala and Kubernetes, and explains concrete roles, handoffs, and deployment steps rather than high-level examples.

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