Use a single transformation operation to process all the columns and apply the required transformations.

Use a series of narrow transformations, focusing on one column at a time.

Use a series of wide transformations, applying multiple transformations to multiple columns simultaneously.

Use a combination of narrow and wide transformations, depending on the specific requirements of each column.