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Amanda Gadrow

Resources tagged Amanda Gadrow#

Amanda Gadrow | Lessons about R I learned from my cat | RStudio (2020)

Forming good development habits for R projects is pretty straight-forward if you follow the lessons I've learned from my cat, whose advice includes "be lazy", "keep your claws sharp", and "land on your feet". Attendees of this talk will learn how to make life easier on colleagues and their future selves by using simple software engineering best practices to build their current projects. Each point will come with cat photos and code samples, the two best parts of the Internet!

Nov 1, 2020

4 min

rstudio Rstudio::conf(2020) Amanda Gadrow RStudio Data Science Machine Learning Python Stats Tidyverse Data Visualization Data Viz Ggplot Technology Coding Connect Server Pro Shiny Rmarkdown Package Manager CRAN Interoperability Serious Data Science Dplyr Forcats Ggplot2 Tibble Readr Stringr Tidyr Purrr Github Data Wrangling Tidy Data Odbc Rayshader Plumber Blogdown Gt Lazy Evaluation Tidymodels Statistics Debugging Programming Education Rstats Open Source Oss Reticulate

video

Amanda Gadrow | Getting it right: Writing reliable and maintainable R code | RStudio (2019)

Amanda Gadrow | Getting it right: Writing reliable and maintainable R code | RStudio (2019)

How can you tell that your scripts, applications, and package functions are working as expected? Are you sure that when you make changes in one part of the code, it won't break something in another part? Have you thought deeply about how the consumers of your code (including Future You) will use it, maintain it, fix it, and improve it? Code quality is essential not only for reliable results but also for your script's maintainability and your users' satisfaction. Quality can be measured in part with targeted testing, and fortunately, there are several effective and easy-to-use code testing tools available in R. This talk will discuss some of the most useful testing packages, covering both concepts and examples. VIEW MATERIALS https://github.com/rstudio/rstudio-conf/tree/master/2019/Testing_R_Code--Amanda_Gadrow About the Author Amanda Gadrow Amanda is a software engineer with many years' experience writing automated test frameworks for enterprise software. She started learning R when she joined RStudio in 2016, and has been basking in its glory ever since. Amanda leads the QA and Support teams, and spends a significant amount of time analyzing customer data to improve the products and optimize support. She is a co-organizer of R-Ladies Columbus, and an avid musician on the side

Oct 19, 2019

19 min

rstudio rstudio-conf Amanda Gadrow RStudio Data Science Machine Learning Python Stats Tidyverse Data Visualization Data Viz Ggplot Technology Coding Connect Server Pro Shiny Rmarkdown Package Manager CRAN Interoperability Serious Data Science Dplyr Forcats Ggplot2 Tibble Readr Stringr Tidyr Purrr Github Data Wrangling Tidy Data Odbc Rayshader Plumber Blogdown Gt Lazy Evaluation Tidymodels Statistics Debugging Programming Education Rstats