Supercharging customer touchpoints with uplift modeling

An introduction to a powerful way of predicting individual treatment effects, with synthetic data in Python using pandas and XGBoost.

Steve Klosterman
Towards Data Science
24 min readJul 8, 2020

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Image from Pixabay

In this post, I will introduce the concept of uplift modeling and make a case for why it’s an important part of the data scientist’s toolbox of…

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