Did you know that you can navigate the posts by swiping left and right?

Dplyr Course in R Notebook

10 Apr 2022 . Category . Comments #research #education-research #datawhys #data-science #machine-learning #programming #statistics

We have created a mini dpylr for data science course in R using JupyterLab notebooks. The course assumes little to no familiarity with R or dplyr.

The notebooks are designed to be used with Blockly but can be used without it. Blockly is a visual programming language primarily designed to teach coding.

The course outline covers core dplyr topics:

Loading data
The pipe: %>%
Column operations
- select
- mutate/transmute
- rename
Row operations
- filter
- arrange
Aggregation
- group_by/ungroup
- summarize
Combining tables
- bind_cols/bind_rows
- left_join/inner_join/full_join
Application to plotting