Bringing Your Data Pipeline Into The Machine Learning Era

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Kubeflow is great for deploying a basic workflow for data-scientists, but is only one piece of a complete, production-ready data-science pipeline. Depending on your ecosystem and architecture you might require access to additional components, for example for data preparation or data storage. This blog post reviews our talk at KubeCon that was also covered by a The New Stack podcast “Modernize Your Data Pipeline for the Machine Learning Age” . “Data is what we collect and store. It becomes information once we analyze it. It becomes knowledge once we understand it” - Kelsey Hightower, Co-Chair o...

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