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Conference: KubeCon + CloudNativeCon Europe 2022
Authors: Stephen Batifol, Ed Shee
2022-05-18
tldr - powered by Generative AI
Creating a machine learning platform that optimizes for both data metrics and business metrics is a challenge. The platform should be easy to launch and iterate, have common tooling and infrastructure, and prioritize automation and monitoring. The goal is to make machine learning a core business component.
- Disconnect between data metrics and business metrics is a challenge for data scientists
- Machine learning platform should optimize for both data metrics and business metrics
- Platform should be easy to launch and iterate
- Common tooling and infrastructure is important
- Automation and monitoring should be prioritized
- Machine learning should be a core business component