Standardizing a safety model with tidymodels, Posit Team & Databricks at Suffolk Construction
If you’ve ever struggled with standardizing machine learning workflows, ensuring secure data access, or scaling insights across your organization, this Posit Team Workflow demo is for you.
Maxwell Patterson, Data Scientist at Suffolk Construction, walked us through how their team is:
- Standardizing model workflows using tidymodels, vetiver, Shiny, and Quarto
- Leveraging row-level permissions in Shiny apps to improve data governance
- Using Databricks and Posit to gain insights faster and more securely
A few helpful links for this demo:
- Quarto email customization: https://docs.posit.co/connect/user/quarto/#email-customization
- Vetiver package: https://rstudio.github.io/vetiver-r/reference/vetiver_deploy_rsconnect.html
- Pins package: https://pins.rstudio.com/
- Tidymodels “meta-package” https://tidymodels.tidymodels.org/
- More information on how Posit and Databricks work together: https://posit.co/use-cases/databricks/
- Q&A Recording: https://youtube.com/live/zU-bBUJMyQ4?feature=share
Do you use both Databricks and Posit, but not together yet. You can use this link to chat more with our team as well: https://pos.it/chat-databricks
How to join future events:
We host workflow demos the last Wednesday of every month. You can add them to your calendar here.
Full playlist of workflow demo recordings: https://www.youtube.com/playlist?list=PL9HYL-VRX0oRsUB5AgNMQuKuHPpNDLBVt