Last up in this track we have @isabelizimm Demystifying MLOps! #rstudioconf2022 #rstudioconf #rstats
Modeling is like creating a recipe, MLOps is actually baking / delivering the cookies. #rstudioconf2022 #rstudioconf #rstats
Versioning is useful to track changes over time, but also for different implementations.
pins are available in #rstats and 🐍
Combines with vetiver (also in both) to make versioning straightforward! #rstudioconf2022 #rstudioconf #rstats
Deploy in a REST api (not PMML, not databases) for flexible modeling and integration #rstudioconf2022 #rstudioconf #rstats
Vetiver also helps you monitor for data drift & model drift. Can compute metrics and pin to keep versions of metrics to see when things change. Missed the photo but it also has at least one plotting function #rstudioconf2022 #rstudioconf #rstats
See vetiver.rstudio.com for more! #rstudioconf2022 #rstudioconf #rstats
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