Data transformation and scaling using different available R packages

A part of data transformation & normalization

Here, we will show you basic data transformation (logarithmic transformation, square root transformation) and scaling (fitting data into a specific scale). We will rely mainly on the tidyverse and tidymodels collections but also create our scaling functions in R.

Finally, the R package will be introduced, guiding you through the data transformation and supporting the decision-making process when it comes to transforming your data. Let's dive in!