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Course Details

AI and Operations Management

Instructor Name

Carestem
Category

Artificial Intelligence

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Course Requirements

Basic understanding of operations management concepts and introductory knowledge of artificial intelligence.

Course Outcomes

This course includes a thorough exploration of the integration of AI in operations management, covering essential topics such as supply chain optimization, predictive maintenance, demand forecasting, quality control, and workforce management. I will emphasize practical applications through case studies and address ethical considerations, providing learners with a comprehensive understanding of how AI technologies enhance efficiency and decision-making in operational contexts.

Course Curriculum

1 About This Course
N/A

2 Overview of AI and Its Relevance In Operations Management
1 Min

3 Key Components Of AI: Exploring Operational Efficiency
N/A

4 Quiz 1 [Quiz]
1 Min

1 Benefits and Challenges of AI In Operations
2 Min

2 Applications Of AI In Operations Managment
6 Min

3 Supply Chain Optimization With AI
N/A

4 Inventory Optimization Using Machine
1 Min

5 Real-Time Tracking And Logistics Optimization
2 Min

1 Importance Of Predictive Maintenance In Operations
3 Min

2 Implementation Of AI For Predicting Equipment Failures
N/A

3 Case Studies On Successful Predictive Maintenance Implementations
10 Min

1 Ai Algorithms For Accurate Demand Forecasting
4 Min

2 Integration Of Historical Data, Market Trends, And External Factors
N/A

3 Case Studies On Companies Optimizing Production Based On Demand Predictions
N/A

4 Challenges And Limitations In Demand Forecasting With Ai
4 Min

1 AI Applications In Monitoring And Enhancing Product Quality
4 Min

2 Automated Inspection Systems And Defect Detection
4 Min

3 Statistical Process Control With AI
N/A

4 Case Studies On Quality Improvement Through AI Implementation
4 Min

1 AI-driven Workforce Planning And Scheduling
4 Min

2 Predictive Analytics For Workforce Optimization
4 Min

3 Employee performance monitoring and feedback
4 Min

4 Ethical Considerations In AI-powered Workforce Management
5 Min

1 In-depth Analysis Of Real-world Case Studies
7 Min

2 In-depth Analysis Of Real-world Case Studies
6 Min

3 In-depth Analysis Of Real-world Case Studies
7 Min

1 Ethical Implications Of AI In Operations Management
4 Min

2 Bias and fairness in AI algorithms
4 Min

3 Transparency and accountability in AI decision-making
5 Min

Instructor

Administrator

Carestem
Administrator

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6 Students
9 Courses

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This course includes:

  • Duration N/A

  • Skill Level Beginner

  • Lectures 30 lessons

  • Enrolled 1 students

  • Full lifetime access

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