Machine Learning, Causal Inference, Data Science, Deep Dives, Notes From Industry.
the advantages of DML, I add some further feature engineering: n-grams of product descriptions to recover similarities between products, seasonality-descriptors, and a measure of product novelty. I then pipe the result of this feature engineering, a set of potential confounders, into a standard