Demand Prediction in Retail

This book PDF is perfect for those who love Business & Economics genre, written by Maxime C. Cohen and published by Springer Nature which was released on 01 January 2022 with total hardcover pages 166. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Demand Prediction in Retail books below.

Demand Prediction in Retail
Demand Prediction in Retail
Author : Maxime C. Cohen
File Size : 47,6 Mb
Publisher : Springer Nature
Language : English
Release Date : 01 January 2022
ISBN : 9783030858551
Pages : 166 pages
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Demand Prediction in Retail by Maxime C. Cohen Book PDF Summary

From data collection to evaluation and visualization of prediction results, this book provides a comprehensive overview of the process of predicting demand for retailers. Each step is illustrated with the relevant code and implementation details to demystify how historical data can be leveraged to predict future demand. The tools and methods presented can be applied to most retail settings, both online and brick-and-mortar, such as fashion, electronics, groceries, and furniture. This book is intended to help students in business analytics and data scientists better master how to leverage data for predicting demand in retail applications. It can also be used as a guide for supply chain practitioners who are interested in predicting demand. It enables readers to understand how to leverage data to predict future demand, how to clean and pre-process the data to make it suitable for predictive analytics, what the common caveats are in terms of implementation and how to assess prediction accuracy.

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