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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generative-ai-for-inventory-analysts-professionals/
课程评论：没有评论
**课程名称：** 创 generative AI for Inventory Analysts & Professionals **课程概述：** 本课程旨在帮助库存分析师、规划师及供应链专业人士掌握创 generative AI 的强大能力，革新库存预测、管理和报告的方式。学员将超越传统的电子表格模型和静态 ERP 查询，学会利用提示驱动的 AI 自动化规划、生成实时洞察，并模拟复杂的库存场景。 **课程内容亮点：** * **创 generative AI 基础：** 了解什么是创 generative AI 及其如何改变库存管理。 * **提示工程技巧：** 掌握指令性提示和分析性提示的区别，以及零样本、单样本和少样本提示技术，以有效地引导 AI。 * **实际应用：** 通过实践示例和提示模板，学习生成补货建议、需求预测、经济订货量 (EOQ) 和再订货点 (ROP) 计算，以及模拟缺货风险。 * **AI 驱动的库存分析：** 重点学习使用 AI 进行文本到公式预测、ABC/XYZ 分类以及基于周期的库存摘要。 * **整合外部信号：** 探索如何整合天气和事件等外部信息进行预测。 * **高级报告和流程自动化：** 学习使用 AI 生成 Markdown 报告、幻灯片演示文稿和符合审计要求的标准操作程序 (SOP)。 * **复杂场景模拟：** 利用提示链和缺货场景模拟真实世界的库存问题。 * **海量提示库：** 课程将提供一个包含 1000 多个针对库存用例的提示库。 **目标学员：** 零售、制造或分销行业的库存分析师、规划师和供应链专业人士。 **课程价值：** 帮助学员从手动报告转向智能、AI 增强的库存决策。
This comprehensive course- Generative AI for Inventory Analysts & Professionals is designed to equip inventory analysts, planners, and supply chain professionals with the power of Generative AI to revolutionize how inventory is forecasted, managed, and reported. By moving beyond traditional spreadsheet models and static ERP queries, participants will learn how to use prompt-driven AI to automate planning, generate real-time insights, and simulate complex inventory scenarios. The course begins by introducing participants to foundational concepts, including What is Generative AI and How it Transforms Inventory Management, followed by a deep dive into Prompt Engineering techniques that enable AI to respond intelligently to various supply chain needs.Learners will master the distinction between Instructional and Analytical Prompts, and explore Zero-shot, One-shot, and Few-shot Prompting Techniques to guide AI behavior effectively. Through hands-on examples and prompt templates, they'll generate reorder recommendations, demand forecasts, EOQ and ROP calculations, and simulate stockout risks. Special emphasis is placed on Text-to-Formula Forecasting, ABC/XYZ Classification, and Cycle-Based Inventory Summaries using AI. The course also covers Integrating External Signals like weather and events, and forecasting differences between fast-moving and slow-moving inventory.Advanced modules will teach participants how to create Markdown Reports, Slide Decks, and Audit-Ready SOPs using AI-generated narratives. Learners will simulate real-world issues using Prompt Chaining and Stockout Scenarios, and conclude with a complete library of 1000+ Prompts tailored for inventory use cases. Whether you're in retail, manufacturing, or distribution, this course will help you move from manual reporting to intelligent, AI-augmented inventory decision-making.
