Most commonly used encoding techniques ⬇️

1. OneHotEncoder
2. OrdinalEncoder
3. TargetEncoder

When one-hot encoding gets too complex and ordinal encoding leads to inaccuracies, TargetEncoding often becomes the best choice. Learn more at the link below.

#targetencoder #ML