Course Description
In this short course, you can expect to gain knowledge and skills at the intersection of supply chain management (SCM) principles and the application of artificial intelligence (AI) technologies. Here are the key topics typically covered in such a course:
- Fundamentals of Supply Chain Management:
- Overview of supply chain processes from sourcing to delivery.
- Understanding supply chain networks and logistics.
- Introduction to Artificial Intelligence:
- Basics of AI, machine learning, and deep learning.
- How AI differs from traditional software approaches.
- AI Applications in Supply Chain Management:
- Predictive analytics for demand forecasting and inventory management.
- Optimization algorithms for supply chain planning and scheduling.
- AI-driven insights for procurement and supplier management.
- IoT and Big Data in Supply Chains:
- Integration of Internet of Things (IoT) devices for real-time tracking and monitoring.
- Handling and analysis of large datasets (big data) in supply chain operations.
- AI for Operations and Process Improvement:
- Automation of repetitive tasks and decision-making processes.
- AI applications in improving efficiency, reducing costs, and enhancing customer service.
- Supply Chain Risk Management:
- Using AI for identifying and mitigating supply chain risks.
- Resilience planning and scenario analysis with AI-driven models.
- Case Studies and Industry Examples:
- Real-world examples of companies leveraging AI in supply chain management.
- Case studies demonstrating successful implementation of AI technologies.
- Ethical and Legal Considerations:
- Ethical implications of AI in supply chain decision-making.
- Regulatory frameworks and data privacy concerns in AI-driven SCM.
- Future Trends and Innovations:
- Emerging trends such as blockchain in supply chain transparency and AI-driven sustainability initiatives.
- Career opportunities and roles in AI-enhanced supply chain management.
Overall, the course aims to equip you with a comprehensive understanding of how AI is transforming supply chain management practices. You’ll learn both theoretical concepts and practical applications, preparing you to harness AI technologies to optimize supply chain operations and drive business efficiency.
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