Pandas Z-Score for Marketers: Clean Your Data Before Predicting Anything
Introduction In my 12+ years in digital marketing, I’ve seen that data standardization is often overlooked, but it's a key step in marketing science for building reliable predictive models. In marketing, we often deal with features on completely different scales: ad spend in euros, session duration in seconds, product views as counts. If you…
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