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this is done, we will gracefully split our dataset between features and targets: X_train, y_train = df_train.iloc[:, :-1], df_train['target'] X_val, y_val = df_val.iloc[:, :-1], df_val['target'] X_test, y_test = df_test.iloc[:, :-1], df_test['target'] Among the feature are different types. We