Iterate on Data in Production – Safely – Micha Ben Achim Kunze, Maersk

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Session Outline

Production data is all you need. We will show how we build and iterate on data and ML products in our production environment. Using the established practice of feature flags in our setup we will try to convince you to ditch (most of) your dev/test environments!

Key Takeaways

– Production data is what you need (and want)

– You can quickly and safely iterate on data in prod

– Increasing speed and quality of data work is not mutually exclusive

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