types of feature engineering

1. One-Hot Encoding import pandas as pd # Sample DataFrame df = pd.DataFrame({'Animal': ['Cat', 'Dog', 'Fish']}) # One-Hot Encoding df_one_hot = pd.get_dummies(df, columns=['Animal'], dtype=int) print(df_one_hot) Output: Animal_Cat Animal_Dog...