Promotion Forecasting: Case Study with a Retail Giant

Discover how a demand forecasting algorithm using machine learning, NLP and domain expertise led to an impressive 18% reduction in out-of-stocks and shortages across national operations in just one year

Alexandre Warembourg
Towards Data Science
7 min readDec 30, 2023

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Source : Image created by Dall-E from Author Prompt.

Introduction: The Challenge…

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