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Deep learning vs tabular models (Ep. 217)

Data Science at Home

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Data Science at Home Podcast

MLP-like architectures are not robust to uninformative features. This is a very sound methodology to assess what methods is the most appropriate with respect to the data that you have in front of you. And as I said before, looking at the data first is usually much more important than throwing yourself into the one method that you would like to use at all costs.

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