Session Ready
Exercise

Understanding the components

You'll apply PCA to the numeric features of the Pokemon dataset, poke_df, using a pipeline to combine the feature scaling and PCA in one go. You'll then interpret the meanings of the first two components.

All relevant packages and classes have been pre-loaded for you (Pipeline(), StandardScaler(), PCA()).

Instructions 1/4
undefined XP
  • 1
  • 2
  • 3
  • 4
  • Build the pipeline with the scaler and PCA, set the number of components to calculate to 2.