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