К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Generative AI for Retail Inventory Management · LearnSpace
Назад в каталог
courseraБизнес

Generative AI for Retail Inventory Management

Курс от STARWEAVER
Средний≈ 5.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Generative AI for Retail Inventory Management is a practical, intermediate course that teaches retail professionals how to apply generative AI for retail demand forecasting, replenishment planning, and markdown optimization. Through hands-on demonstrations with ChatGPT and Claude, you will analyze retail data, generate SKU-level demand forecasts, automate reorder recommendations, optimize omnichannel inventory, and measure performance using GMROI and other core retail metrics. No coding is required, only a working understanding of retail operations. You will build repeatable AI-powered inventory management workflows using real-world datasets, guided prompts, and practical business scenarios. The course includes in-video questions, hands-on labs, role-play activities, quizzes, and a course-end project culminating in a personalized 90-day GenAI implementation roadmap. Designed for retail managers, inventory planners, merchandise analysts, category managers, and retail operations leaders, it equips you to apply AI in retail operations that reduce stockouts, lower inventory costs, and improve business outcomes.

Навыки, которые вы освоите

Generative AIReturn On InvestmentInventory Management SystemDemand PlanningTime Series Analysis and ForecastingInventory Control SystemsMerchandisingBusiness AnalysisEnterprise ArchitectureKey Performance Indicators (KPIs)Inventory ManagementCustomer Demand PlanningInventory and WarehousingOperational Performance ManagementInventory ControlOrder ManagementForecastingData-Driven Decision-MakingPerformance MeasurementChatGPT

Программа курса

2 модулей · 36 учебных материалов

01Foundations of GenAI for Retail Inventory Management18 материалов

Lesson 1: Understanding GenAI for Retail

Defending a GenAI Inventory Pilot After a Forecasting MissDIALOGUEWelcome to the Course: Course OverviewЧтениеWelcome to GenAI for Retail Managers ВидеоModule Introduction Видео

Учитесь у экспертов

Starweaver

Global Leaders in Professional & Technology Education

Aseem Singhal

Algo Trader | Founder at Unfluke | Content at Groww

Generative AI for Retail Inventory Management
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5.6 ч

2 модулей

Язык: Английский

Часть программы вашего университета
What is Generative AI? (Retail Edition) Видео
GenAI Capabilities That Matter in Retail Inventory Видео
Current State of AI in Retail: Trends and Adoption Barriers Видео

Lesson 2: Mapping GenAI to the Retail Inventory Lifecycle

The Retail Inventory Lifecycle: End to End ВидеоIdentifying High-Impact AI Opportunities Using Real Data ВидеоBuilding Your AI Opportunity Map Видео

Lesson 3: ROI Frameworks and the Business Case for GenAI

The Three-Part ROI Framework for Retail AI ВидеоBuilding the ROI Model Live with ChatGPT ВидеоCommunicating the Business Case to Non-Technical Stakeholders ВидеоLLM to ROI: How to Scale Gen AI in Retail Link ЧтениеThe Highest-Impact Stage in Your Inventory LifecycleОбсуждениеHands-On-Learning: Map Your Store's AI Opportunities and Build the ROI Case Взаимная проверкаPitching GenAI to Your Leadership Team DIALOGUEFoundations of GenAI for Retail Inventory ManagementЗадание
02AI-Powered Demand Forecasting, Replenishment, and Performance Measurement18 материалов

Lesson 1: AI-Augmented Demand Forecasting and Replenishment

Leading a 90-Day AI Replenishment Rollout Without Losing Store TrustDIALOGUEModule Introduction ВидеоHow AI Augments Traditional Demand Forecasting ВидеоGenerating SKU-Level Forecasts and Replenishment Triggers with ChatGPT ВидеоSeasonal Pre-Positioning and Vendor Communication with AI Видео

Lesson 2: Markdown Optimization and Anomaly Detection

AI-Driven Markdown Timing and Clearance Optimization ВидеоGenerating Markdown Recommendations and Anomaly Alerts with ChatGPT ВидеоBuilding an AI Store Copilot for Daily Inventory Queries Видео

Lesson 3: Measuring Performance and Building Your 90-Day GenAI Roadmap

Key Inventory Metrics and AI-Generated Performance Summaries ВидеоCalculating KPIs and Generating Weekly Reports with ChatGPT and Claude ВидеоBuilding and Presenting Your 90-Day GenAI Inventory Roadmap ВидеоUnlocking Value in Generative AI for Retail Link Чтение Anticipating Resistance to AI on Your TeamОбсуждениеHands-On-Learning: Generate Your Store's AI Performance Report and 90-Day Roadmap Взаимная проверка
Leading Your Team Through AI Change DIALOGUE
Course Wrap-Up and Final Thoughts Видео
Project: GenAI Retail Inventory Mini-ChallengeВзаимная проверка
AI-Powered Demand Forecasting, Replenishment, and Performance MeasurementЗадание