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Netflix apparently. They've built an entire software framework for enabling their data scientists to put their notebooks into production [0]. [0] https://netfl
by bart_spoon 7y ago
Netflix apparently. They've built an entire software framework for enabling their data scientists to put their notebooks into production [0].
[0] https://netflixtechblog.com/notebook-innovation-591ee3221233 https://netflixtechblog.com/notebook-innovation-591ee3221233
- vtuulos 7y agoWe (Netflix) do a ton of prototyping/exploration in notebooks like everyone else. We run many ETL pipelines in production as templated notebooks. When something fails, you can just open a notebook to see the input and the output, which is handy. We don't deploy or execute ML models in production as notebooks. We have many other solutions for that use case. In particular, check out https://metaflow.org https://metaflow.org