Supply Chain Analytics: Concepts, Techniques and Applications

Kurt Y. Liu

Research output: Book/ReportBook

Abstract

This innovative new core textbook, written by an experienced professor and practitioner in supply chain management, offers a business-focused overview of the applications of data analytics and machine learning to supply chain management. Accessible yet rigorous, this text introduces students to the relevant concepts and techniques needed for data analysis and decision making in modern supply chains and enables them to develop proficiency in a popular and powerful programming software. Suitable for use on upper-level undergraduate, postgraduate and MBA courses in supply chain management, it covers all of the major supply chain processes, including managing supply and demand, warehousing and inventory control, transportation and route optimization. Each chapter comes with practical real-world examples drawn from a range of business contexts, including Amazon and Starbucks, case study discussion questions, computer-assisted exercises and programming projects.
Original languageEnglish
PublisherPalgrave Macmillan
Number of pages377
Edition1st
ISBN (Electronic)978-3-030-92224-5
ISBN (Print)978-3-030-92223-8
DOIs
Publication statusPublished - 8 Apr 2022

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Dive into the research topics of 'Supply Chain Analytics: Concepts, Techniques and Applications'. Together they form a unique fingerprint.
  • Customer Management

    Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 113-162

    Research output: Chapter in Book/Published conference outputChapter

  • Data-Driven Supply Chains and Intro to Python

    Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 21-43

    Research output: Chapter in Book/Published conference outputChapter

  • Data Manipulation

    Liu, K. Y., 8 Apr 2022, Supply Chain Analytics Concepts, Techniques and Applications. 1st ed. Palgrave Macmillan, p. 45-81

    Research output: Chapter in Book/Published conference outputChapter

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