About the course

Course curriculum

    1. Welcome

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    2. Technical setup

    3. Get your PDF-book

    1. How to change the naming convention of columns when reading in data

    2. How to read many files into R that are in the same folder

    3. How to read many files into R that are in nested folders

    1. How to select columns with tidyselect

    2. How to select columns with tidyselect and regular expressions

    3. How to rename many columns at once

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    1. How to bin continuous variables

    2. How to create many columns from one column

    3. How to anonymize columns

    4. How to mask values (e.g. credit card numbers)

    5. How to lump factor levels

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    6. How to order factor levels

    7. How to apply a function across many columns

    1. How to filter rows based on a condition across multiple columns

    2. How to improve slicing rows

    3. How to do rowwise calculations

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    1. How to expand data frames and create complete combinations of values

About this course

  • $70.00
  • 33 lessons
  • 8.5 hours of video content

Go beyond basic Tidyverse

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.

  • Break your learning plateau

    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.

  • Beyond the basics

    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.

  • 360 page PDF book

    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.

Boost your Tidyverse skills today

Enroll today