03_preprocessing fit vs fit_transform vs transform

[leahhrlee]

We received a lot of questions about fit_transform and transform
Having a dedicated section briefly explaining fit vs fit_transform vs transform (or link to a document/article) might be helpful for participants to use them in the future.