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AI For Operations Management
AI and Operations Management
Course Welcome (1:02)
Why AI is Important for Ops Management (2:10)
Download Course Resources (0:31)
Module One: Introduction to AI and Operations Management
Module One Overview (0:42)
Operations Management Fundamentals (6:40)
Overview of AI and Its Importance (7:18)
The Intersection of AI and Operations Management (4:51)
Challenges and Considerations in AI in Operations (4:28)
Module One Review (2:57)
Module Two: AI for Supply Chain Optimization
Module Two Overview (0:48)
Traditional VS AI-powered Supply Chain Management (7:32)
AI Techniques for Supply Chain Optimization (6:12)
Demonstration - Use ChatGPT for Supply Chains (7:39)
Case Study in AI-powered Supply Chain Optimization (4:59)
Module Two Review (3:11)
Module Three: Predictive Maintenance with AI
Module Three Overview (0:44)
Introduction to Predictive Maintenance (4:35)
AI-powered Predictive Maintenance Techniques (2:51)
Implementing AI for Predictive Maintenance (3:57)
Benefits of AI-powered Predictive Maintenance (2:27)
Demonstration - Use Google Gemini for Predictive Maintenance planning (4:33)
Module Three Review (2:06)
Module Four: AI for Demand Forecasting
Module Four Overview (0:40)
Fundamentals of Demand Forecasting (6:21)
AI Techniques for Demand Forecasting (2:51)
The Future of AI in Demand Forecasting (4:16)
Demonstration - Use ChatGPT for Demand Forecasting (2:49)
Use Cases of AI in Demand Forecasting Across Various Industries (4:31)
Module Four Review (1:50)
Module Five: AI for Quality Control and Workforce Management
Module Five Overview (0:36)
Quality Control Basics (5:31)
AI In Quality Control (3:05)
AI-powered Workforce Management (3:45)
Case Study in AI-powered Quality Control (3:51)
Module Five Review (1:17)
Module Six: Future Trends and Challenges of AI in Operations Management
Module Six Overview (0:33)
Emerging AI Technologies and Their Impacts on Operations Management (5:17)
Challenges in AI Adoption (6:43)
The Future of AI in Operations Management (1:42)
Module Six Review (1:48)
Course Closeout (0:10)
AI Techniques for Demand Forecasting
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