MLOps with vetiver 🏺 in Python and R

RStudio Enterprise Meetup

Julia Silge & Isabel Zimmerman

September 20, 2022

Who are we?

🤔 What language does your team use for machine learning?

you can operationalize that model!

you likely should operationalize that model!

a set of practices to deploy and maintain machine learning models in production reliably and efficiently

🤔 What package do you use most for machine learning?

managing change in models

🤔 Have you ever deployed a model?

putting models in REST APIs

tracking model performance

a set of practices to deploy and maintain machine learning models in production reliably and efficiently

your R and Python models

🤔 What kinds of models do you commonly use?