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If you’ve ever struggled with standardizing machine learning workflows, ensuring secure data access, or scaling insights across your organization, this month’s Posit Team Workflow demo is for you. Maxwell Patterson, Data Scientist at Suffolk 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: ✨ Suffolk Customer Spotlight: https://posit.co/about/customer-stori... ✨ Quarto email customization: https://docs.posit.co/connect/user/qu... ✨ Vetiver package: https://rstudio.github.io/vetiver-r/r... ✨ 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/ 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 Q&A Recording: https://youtube.com/live/zU-bBUJMyQ4?... To add future workflow demos on your calendar: https://pos.it/team-demo ^ These demos happen the last Wednesday of every month.