Overview

I have created the course for all Tidyverse learners who feel they have reached a plateau in their skills. If you are familiar with the basic functions such as mutate, filter, select or arrange and want to improve, this course is for you.While the basics of Tidyverse are covered very well in dozens of good offerings, it's hard to find the tricks and features that separate Tidyverse beginners from very good programmers. Most of the tricks are scattered in hundreds of forums, blog posts and documentation. That's why in June 2022 I started to bundle all the tricks into a single resource. This course is, in my opinion, the most dense and best resource to learn all the good parts of the Tidyverse. You don't have to take this course, but investing in it will save you a lot of time researching online. I've spent 300 hours searching the internet and compiling all the tricks I could find into this unique resource so you don't have to.This is not just a video course! The course comes with a 360-page PDF book that accompanies the chapters of this book. The book goes into much more detail than the videos and includes some topics not covered in the videos. The online course includes 30 concrete tips structured along specific improvements:Improve reading filesHow to change the naming conventions of columns when reading in dataHow to read many files into R that are in the same folderHow to read many files into R that are in nested foldersImprove working with columnsHow to select columns with tidyselectHow to select columns with tidyselect and regular expressionsHow to rename many columns at onceImprove creating and modifying columnsHow to bin continuous variablesHow to create many columns from one columnHow to anonymize columnsHow to mask valuesHow to lump factor levelsHow to order factor levelsHow to apply a function across many columnsImprove working with rowsHow to filter rows based on a condition across multiple columnsHow to improve slicing rowsHow to do rowwise calculationsImprove working with incomplete dataHow to expand data frames and create complete combinations of valuesImprove converting data frames between longer and wider formatsHow to make a data frame longerHow to make a data frame widerImprove your Tidyverse fundamentalsHow to make use of curly curly inside functionsImprove your purrr skillsHow to make sense of vectors, lists, and data framesHow to use the map function family effectivelyHow to use safely and possiblyHow to use map_vecHow to use the map2 and pmap function family effectivelyHow to create plots from a nested tibbleHow to fit models from a nested tibbleHow to use the walk function family effectivelyHow to do intermediate tests with walk in between pipesI really hope this course makes a difference to you and can improve your Tidyverse game. Take 10 to 15 hours to study the content and I promise you'll be a much better Tidyverse programmer by the end of the journey. Join us.

Skills

Reviews