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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generative-ai-in-logistics-and-supply-chain-management/
课程评论：没有评论
课程名称：物流与供应链管理中的生成性人工智能 概述：该课程全面探讨生成性人工智能（GenAI）在改变物流与供应链管理中的变革性角色。课程旨在为专业人士、分析师、规划者和战略家提供知识，首先介绍生成性人工智能的基础，包括其核心概念、能力以及在供应链操作中与传统预测性人工智能的区别。学习者将通过实际案例，如交付优化、预测、采购和仓库规划，了解其现实意义。 课程内容涵盖专为供应链管理专业人士定制的提示工程基础。参与者将学习如何撰写有效的提示、构建多步骤查询和利用提示链模拟现实物流场景。通过示例和模板，学习者将获得实际技能，以便应用生成性人工智能进行路线规划、库存控制、供应商评估和风险预测。 高级模块深入探讨如何将外部信号（如天气、市场新闻和社交媒体）整合到以人工智能为驱动的时间序列预测中，从而实现更具适应性和抗风险能力的规划。专业讲座重点介绍生成EOQ公式、自动化合规文件、简化海关文书和利用生成性人工智能管理多层级库存的应用。 课程中还包括来自沃尔玛、马士基、西门子、联邦快递和联合利华等行业领导者的案例研究，展示生成性人工智能如何积极塑造现代物流和采购实践。学习者将探讨可持续性应用案例，例如排放监测、环境、社会和治理（ESG）叙事生成及循环物流规划。 课程最后通过自定义提示库、使用无代码工具、ERP集成（如SAP、Oracle）和真实世界运输规划插件示例进行实践学习。拥有超过1000个精心设计的提示，学习者将全面具备在日常物流工作流程、战略采购、区块链追踪和合规监测中实施生成性人工智能的能力，为智能供应链的未来做好准备。
This comprehensive course explores the transformative role of Generative AI (GenAI) in revolutionizing logistics and supply chain management. Designed for professionals, analysts, planners, and strategists, the program begins with a foundational understanding of what Generative AI is-covering its core concepts, capabilities, and how it differs from traditional predictive AI in the context of supply chain operations. Learners will then explore real-world relevance through use cases such as delivery optimization, forecasting, sourcing, and warehouse planning.The course teaches the fundamentals of prompt engineering tailored specifically for SCM professionals. Participants will learn how to write effective prompts, structure multi-step queries, and utilize prompt chaining to simulate real-world logistics scenarios. Through examples and templates, learners will gain hands-on skills to use GenAI for route planning, inventory control, supplier evaluation, and risk forecasting. Advanced modules delve into integrating external signals like weather, market news, and social media into AI-driven time series forecasting, enabling more adaptive and resilient planning.Specialized lectures highlight applications such as generating EOQ formulas, automating compliance documents, streamlining customs paperwork, and managing multi-echelon inventories using GenAI. Case studies from industry leaders like Walmart, Maersk, Siemens, FedEx, and Unilever illustrate how GenAI is actively shaping modern logistics and procurement practices. Learners will also explore sustainability use cases-such as emission tracking, ESG narrative generation, and circular logistics planning.The course culminates in hands-on learning through custom prompt libraries, the use of no-code tools, ERP integrations (SAP, Oracle), and real-world plugin examples for transportation planning. With over 1000 expertly designed prompts, learners will be fully equipped to implement GenAI in daily logistics workflows, strategic sourcing, blockchain tracking, and compliance monitoring-making this course a future-ready learning journey for the intelligent supply chain.
