Your question is Preprocessing Data for Model Training. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You are preparing a dataset for a supervised learning task and want to build a clean training pipeline before comparing models.
Given a dataset, how would you preprocess it for training a model?