~/talk

Mobile Education App during COVID

Talkat rstudio::conf 2019 · 2019-01-15..01-18· [web-performance]
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slides:none on file

Over 50% of students lack laptops so a lightweight mobile channel is essential; a Shiny app (shinymobile) with cognitoR auth is deployed as a PWA then wrapped for Play Store, later rebuilt as a native Flutter/Dart app with Firebase backend, R analyses behind a Plumber API, and email reports via blastula. Three rapid iterations (emergency alpha in <1 week, April alpha, Aug 2021 beta) produce analytics that reliably predicted course completion after 3 weeks and reveal scalability limits when many users hit the Shiny server. 50% lacked laptops

AI-written summary · about

  1. 0:00Introduction
  2. 0:54Learning analytics in pandemic
  3. 2:00First feedback tool
  4. 3:24Shiny mobile app
  5. 5:39Android wrapper limits
  6. 6:44Research results
  7. 8:08Language model challenges
  8. 9:17Beta with Flutter
  9. 10:20Content recommendations
  10. 11:24Instructor feedback
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