the fit_transform() method to learn the minimum and maximum value from the dataset and transform the dataset with those values. We can also use fit() and transform() methods separately.

The output of the program after the min-max scaling will be:

   survived  pclass     sex       age  ...  deck  embark_town  alive  alone
0         0       3    male  0.271174  ...   NaN  Southampton     no  False
1         1       1  female  0.472229  ...     C    Cherbourg    yes  False
2         1       3  female  0.321438  ...   NaN  Southampton    yes   True
3         1       1  female  0.434531  ...     C  Southampton    yes  False
4         0       3    male  0.434531  ...   NaN  Southampton     no   True

[5 rows x 15 columns]

As we can see, the new values in the age column are values within the range 0 to 1.