11min chapter

Super Data Science: ML & AI Podcast with Jon Krohn cover image

779: The Tidyverse of Essential R Libraries and their Python Analogues, with Dr. Hadley Wickham

Super Data Science: ML & AI Podcast with Jon Krohn

CHAPTER

Exploring Tidyverse Libraries and Advantages of Using Shiny for Dashboards

The chapter covers discussions on various Tidyverse libraries, including DBplyr for translating R code to SQL, Testthat for unit testing, and the Waldo package for object differences. It also highlights the versatility of Shiny for developing interactive web applications and the benefits of reactive programming for automatic updates in app development. Additionally, the advantages of using Shiny for dashboard development over traditional methods and the efficiency of using R for data visualizations, particularly with the ggplot2 library, are emphasized.

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