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Usually what happens is: 1. "We got it all working in the notebook" 2. "Great, ship it" 3. (data scientist takes the notebook code almost verbatim, wraps it
by umvi 2y ago
Usually what happens is:
1. "We got it all working in the notebook"
2. "Great, ship it"
3. (data scientist takes the notebook code almost verbatim, wraps it in a basic CLI or HTTP API and it gets shipped off in a docker container for other services to consume)
- Narhem 2y agoIn practice that’s not too crazy. It’s fast easy to debug and works with most CI/CD tools. If you ever want to work in teams that kind of setup works extremely well.