Train Data ▶ Read file df_train = pd.read_csv("./titanic/train.csv") ▶ Drop column df_train.drop(columns=["PassengerId", "Cabin"], inplace=True) ▶ Resolution of missing values in Embarked. df_train["Embarked"].fillna(df_train["Embarked"].unique()[0], inplace=True) ▶ Detach the master from the name column. df_train['Name'] = df_train['Name'].str.split(', ').str[1].str.split('. ').str[0]\ df_train..