~/talk

Yes, you can use Python with RStudio Team!

Talkat rstudio::conf(2022) · 2022-07-25..07-28· [python]
linkedin:gagandeep
name:Fei Xu
linkedin:fei-xu-502a68a9
slides:none on file

Builds an end-to-end bike-availability pipeline for Capital Bikeshare that actually runs: live API ingest, stored pins from R ETL, random-forest model wrapped as a vetiver model pinned to RStudio Connect, deployed as a FastAPI endpoint and scheduled notebook updates on Connect. A Shiny for Python dashboard reads the pin and calls the API; changing the map color and redeploying updates the live app immediately. Shows concrete code paths, environment isolation, and a working deployment flow.

AI-written summary · about

  1. 0:00Start
  2. 1:51Capital Bikeshare - # of bikes right now
  3. 2:29Bike Prediction in R
  4. 3:10Bike Prediction in Python
  5. 4:30Bike Prediction Workflow
  6. 5:38in RStudio Team
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