Data Methodology

Hands-on practice developing the preprocessing pipeline on the dataset "mpg" including:

  • dropping NaNs

  • feature transformation: name variable

  • encoding: oneHot, Ordinal

  • polynomial feature & SelectKBest

  • visualization & diagram of the pipeline