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AI in Supply Chain Forecasting and Risk Management · LearnSpace
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AI in Supply Chain Forecasting and Risk Management

Курс от Coursera
Начальный≈ 3.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, you’ll explore how artificial intelligence is reshaping supply chain management boosting efficiency, improving accuracy, and enhancing resilience. Through real-world examples, hands-on exercises, and engaging video lessons, you’ll gain a practical understanding of how AI can optimize demand forecasting, support risk mitigation strategies, and drive automation within supply chain operations. Whether you're just beginning or already working in the field, this course is your gateway to staying competitive in a rapidly evolving landscape. This course is designed for supply chain and logistics professionals, operations managers, demand planners, and supply chain students who are eager to learn how to integrate AI into their workflows. Whether you're new to AI or looking to apply it practically in your field, this course is tailored for both beginners and intermediate learners. To get the most out of this course, you should have a basic understanding of supply chain management principles and terminology, along with some familiarity with general business operations. No prior experience with AI or data science is necessary. By the end of this course, you will not only understand how AI is transforming supply chain management but also gain the practical skills to apply AI tools for demand forecasting, risk assessment, and automation. You'll be equipped to tackle real-world challenges with confidence, using AI as a powerful assistant to streamline operations, improve accuracy, and drive innovation. Whether you're enhancing existing workflows or preparing for a future role, this course will empower you to lead with insight and agility in the evolving world of supply chain management.

Навыки, которые вы освоите

Risk MitigationAutomationDemand PlanningSupply Chain ManagementSupply ChainRisk ManagementRisk AnalysisDecision IntelligenceForecastingSupply Chain SystemsBusiness Process AutomationSupply Chain PlanningCustomer Demand PlanningAI IntegrationsAI Enablement

Программа курса

1 модулей · 24 учебных материалов

01AI in Supply Chain Forecasting and Risk Management24 материалов

Lesson 1: Understanding the Fundamentals of Supply Chain Management and Artificial Intelligence

Welcome to the Course: Course OverviewЧтениеIntroduction and Welcome ВидеоDefining Supply Chain Management and AI ВидеоCommon Challenges in Supply Chain Management Видео

Учитесь у экспертов

Mustafa Bayulgen

Supply Chain Expert, Consultant and Trainer

Starweaver

Global Leaders in Professional & Technology Education

AI in Supply Chain Forecasting and Risk Management
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 3.4 ч

1 модулей

Язык: Английский

Субтитры: Венгерский, Узбекский, Казахский

Часть программы вашего университета
The Role of AI in Solving Supply Chain Problems & Areas for AI Utilization Видео
Solving supply chain management issues with AI and Big Data analytics for future operational efficiencyЧтение

Lesson 2: Demand Forecasting Fundamentals and Utilization of AI in Demand Forecasting

Fundamental Demand Forecasting Methods - Independent DemandВидеоFundamental Demand Forecasting Methods – Dependent demandВидеоDemonstrating Demand Forecasting by Using AI ВидеоHands-On-Learning: Using and comparing Excel and AI tools in demand forecastingВзаимная проверкаPredicting the Future Using AI for Demand Forecasting in E-CommerceЧтение

Lesson 3: Fundamentals of Supply Chain Risk Management and Identifying Risks with AI

Describing Common Supply Chain Risks ВидеоUsing AI to Evaluate and Prioritize Supply Chain RisksВидеоUsing AI to Identify and Support Supply Chain Risk Mitigation ВидеоHands-On-Learning: Utilizing AI in mitigating supply chain risks. Взаимная проверкаHow AI Is Transforming Supplier Risk Management in Retail & CPG Чтение

Lesson 4: Automation in Supply Chain Management and the Emerging Role of AI

Areas of Automation in Supply Chain Management ВидеоDesigning an Automation Strategy Using AI ВидеоHands-On-Learning: Designing an automation strategy with the help of AI Взаимная проверкаExploring Future Trends in Incorporating AI into Supply Chain Management ВидеоAI and Automation in the Supply Chain ЧтениеCongratulations and Continuous Learning JourneyВидеоProject: AI-Driven Demand Forecasting Challenge Взаимная проверкаAI in Supply Chain Forecasting and Risk ManagementЗадание