D797 Task 1- Implementation vs Discussion

Maybe I'm overthinking this, but how much of this is actually implementation? The introduction to the assessment says you'll do end-to-end automation, but the instructions are all discuss, identify, analyze. The only part that's explicitly stated is to clean, normalize, and cluster the dataset. Do I actually code my solution? Is there a hidden Task 2 where I'll do this?

Thanks!