Manipulating columns in a PySpark dataframe

The dataframe is almost complete; however, there is one issue that requires addressing before building the neural network. Rather than keeping the gender value as a string, it is better to convert the value to a numeric integer for calculation purposes, which will become more evident as this chapter progresses.