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Google Cloud Certified Professional Machine Learning Engineer · Google Cloud
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model need to reflect memory as problem statement talks about prev day history (near term history). so RNN fits.
I chose B because the model need to learn
I would choose A. And it is only because the features already have time-series information (like demand). And it would be way easier to train XGBoost than RNN model.