numerical feature
scale,-> norm,log transform
rank
outlier
binning
categorical feature
onehot
label encoding
frequency encoding
hash
embedding
datetime and space
periodicity
time since
difference between dates
feature generation
prior knwoledge
EDA
interaction











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