Demand Prediction in Retail - A Practical Guide to Leverage Data and Predictive Analytics (Hardcover, 1st ed. 2022)

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.

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Series:	Springer Series in Supply Chain Management, 14
Release date:	December 2021
First published:	2022
Authors:	Maxime C. Cohen • Paul-Emile Gras • Arthur Pentecoste • Renyu Zhang
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	155
Edition:	1st ed. 2022
ISBN-13:	978-3-03-085854-4
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Business & Economics > Business & management > Management of specific areas > Purchasing & supply management Books > Business & Economics > Business & management > Sales & marketing > General Books > Business & Economics > Industry & industrial studies > Distributive industries > General Books > Computing & IT > Applications of computing > Databases > Data mining
LSN:	3-03-085854-5
Barcode:	9783030858544

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