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An Introduction to Data-Driven Supply Chain Resilience Management

5.0 Filled star Filled star Filled star Filled star Filled star
Based on 2 ratings
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Frank T. Piller, Stefan Spinler, and Christian Gülpen

Globalization, off-shoring and the just in time paradigm have created vulnerable supply chains that are suffering from unprecedented shocks like COVID-19 and increasing disruptions from climate change. The "chip-crisis" cost the automotive industry alone more than 200 billion in revenues and the low water in Germany is costing the industry hundreds of millions.
This course is designed for students and practitioners to gain an understanding of some theoretical background of supply chain resilience as well as practical measures to prepare their companies for supply chain disruptions. The course describes data-driven or AI-based concepts for supply chain resilience management.

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Globalization, off-shoring and the just in time paradigm have created vulnerable supply chains that are suffering from unprecedented shocks like COVID-19 and increasing disruptions from climate change. The "chip-crisis" cost the automotive industry alone more than 200 billion in revenues and the low water in Germany is costing the industry hundreds of millions.
This course is designed for students and practitioners to gain an understanding of some theoretical background of supply chain resilience as well as practical measures to prepare their companies for supply chain disruptions. The course describes data-driven or AI-based concepts for supply chain resilience management.

What you'll learn

- Core concepts of supply chain resilience
- How to measure supply chain resilience
- How to improve supply chain resilience
- How to manage resilience in a company

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What's inside

Syllabus

Week 1: Basics of Supply Chain Resilience: What are disruptions Two dimensions to understand a disruption Why is it difficult to plan ahead for disruptions Definition of supply chain resilience * The 4 phases of resilience
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Traffic lights

Read about what's good
what should give you pause
and possible dealbreakers
Explores the effects of global forces on supply chain resilience
Describes the role of AI in improving supply chain resilience
Instructors are recognized for their work in supply chain resilience
Provides practical measures for improving supply chain resilience
Examines the concept of balanced resilience as a goal for resilience management
May require some background knowledge in supply chain management or industry

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Reviews summary

Data-driven supply chain resilience fundamentals

According to students, this course provides a highly relevant and timely introduction to data-driven supply chain resilience management. Learners say it offers a solid foundational understanding of core concepts, measurement, and continuous management, equipping them with practical strategies to mitigate disruptions. The focus on AI-based concepts is particularly valuable. While it serves as an excellent starting point, some may find its depth appropriate for an introductory course, potentially requiring further study for advanced applications of data and AI in this domain.
Provides actionable frameworks for managing resilience in companies.
"I found the discussions on typical resilience measures and their real-world application very useful."
"The resilience management framework taught in the course offers practical tools I can use immediately in my work."
"Understanding 'the week in the life of a resilience manager' gave me a concrete sense of how to apply the learnings."
Offers a clear introduction to core resilience concepts for practitioners.
"As an introduction, it covers the basics of supply chain resilience comprehensively and clearly."
"This course provided me with a strong understanding of core concepts like the four phases of resilience."
"It's a great starting point for professionals new to dedicated resilience management frameworks."
Introduces how AI and data can enhance supply chain resilience.
"I really valued the emphasis on data-driven approaches to resilience, which is crucial for forward-thinking management."
"The segment on how AI can help in measuring resilience was particularly insightful and forward-looking for me."
"I learned practical ways to leverage data for improving supply chain robustness and preventing future shocks."
Addresses critical, current challenges in global supply chains.
"This course is incredibly timely; I found the content directly applicable to current global disruptions like the chip crisis."
"I appreciated how the course contextualized supply chain vulnerability with real-world examples such as COVID-19 and climate change."
"It feels vital for anyone looking to understand and prepare for the challenges facing modern supply chains today."
Covers concepts well but may not delve deep for advanced users.
"While a solid introduction, I felt it could have explored more advanced applications of AI for supply chain optimization."
"For someone already very familiar with supply chain principles, some of the initial weeks might feel a bit basic."
"I would recommend this course for beginners and intermediate learners, but advanced data scientists might seek more technical depth."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in An Introduction to Data-Driven Supply Chain Resilience Management with these activities:
Review fundamentals of supply chain management
Review key supply chain management concepts and practices to strengthen your foundation for this course.
Browse courses on Supply Chain Management
Show steps
  • Review textbook or online resources on supply chain management basics.
  • Identify and summarize the key elements of a supply chain.
  • Analyze different supply chain models and their applications.
Review Supply Chain Management book
Provide a strong understanding to help you with the course content.
View Supply Chain Management: Strategy, Planning,... on Amazon
Show steps
  • Read chapters 1-3
  • Take notes on key concepts
  • Summarize the key points
Attend a supply chain resilience conference
Connect with experts in the field and expand your knowledge of supply chain resilience.
Browse courses on Supply Chain Resilience
Show steps
  • Find a conference on supply chain resilience
  • Attend the conference
  • Network with other attendees
Nine other activities
Expand to see all activities and additional details
Show all 12 activities
Volunteer at a supply chain organization
Gain practical experience and contribute to the field of supply chain resilience.
Browse courses on Supply Chain Resilience
Show steps
  • Find a supply chain organization to volunteer with
  • Volunteer your time
  • Learn from the experience
Attend a supply chain resilience workshop
Gain hands-on experience and learn from experts in the field.
Browse courses on Supply Chain Resilience
Show steps
  • Find a workshop on supply chain resilience
  • Attend the workshop
  • Participate in the activities
Follow tutorials on supply chain simulation
Enhance your understanding of the practical applications of simulation in supply chain resilience.
Browse courses on Supply Chain Management
Show steps
  • Find a tutorial on supply chain simulation
  • Follow the steps in the tutorial
  • Apply the techniques to a real-world case study
Join a study group to discuss supply chain disruptions and resilience strategies
Engage with peers to share insights, learn from different perspectives, and reinforce your understanding of the course concepts.
Browse courses on Supply Chain Disruptions
Show steps
  • Find a study group or online forum dedicated to supply chain management.
  • Participate in discussions on supply chain disruptions and resilience.
  • Share your own experiences and perspectives.
Solve supply chain resilience case studies
Develop your analytical and problem-solving skills in the context of supply chain resilience.
Browse courses on Supply Chain Resilience
Show steps
  • Read the case study
  • Identify the key supply chain issues
  • Develop and evaluate solutions
Learn about data-driven supply chain resilience management
Explore tutorials and resources on data-driven techniques for improving supply chain resilience and decision-making.
Browse courses on Supply Chain Resilience
Show steps
  • Identify online tutorials or courses on data-driven supply chain resilience management.
  • Follow the tutorials and practice using the techniques.
  • Apply the techniques to analyze your own supply chain data.
Create a supply chain resilience plan
Reinforce your understanding of supply chain resilience measures and provide a practical application of the concepts learned in the course.
Browse courses on Supply Chain Resilience
Show steps
  • Identify potential supply chain disruptions
  • Develop mitigation strategies
  • Create a plan for implementing the strategies
Practice measuring supply chain resilience
Complete exercises and simulations to develop your skills in measuring and evaluating supply chain resilience.
Browse courses on Risk Management
Show steps
  • Find online exercises or simulations on supply chain resilience measurement.
  • Complete the exercises and analyze the results.
  • Identify areas where your supply chain resilience can be improved.
Develop a resilience management plan for your own supply chain
Apply your knowledge by creating a practical plan to enhance the resilience of your supply chain.
Browse courses on Risk Mitigation
Show steps
  • Identify potential risks and vulnerabilities in your supply chain.
  • Develop strategies and tactics to mitigate these risks.
  • Create a detailed plan for implementing these strategies.

Career center

Learners who complete An Introduction to Data-Driven Supply Chain Resilience Management will develop knowledge and skills that may be useful to these careers:
Supply Chain Analyst
Supply Chain Analysts help companies to improve their supply chains by identifying and mitigating risks. This course would help a Supply Chain Analyst to understand the concept of supply chain resilience. It would also provide them with the tools and techniques they need to measure and improve resilience.
See salaries and explore the career path for Supply Chain Analyst
Supply Chain Manager
Supply Chain Managers are responsible for overseeing the entire supply chain, from planning and procurement to production and delivery. This course would help a Supply Chain Manager to understand the importance of supply chain resilience and how to build a more resilient supply chain.
See salaries and explore the career path for Supply Chain Manager
Logistics Manager
Logistics Managers are responsible for planning and executing the movement of goods and materials. This course would help a Logistics Manager to understand the challenges of supply chain disruptions and how to develop strategies to mitigate these risks.
See salaries and explore the career path for Logistics Manager
Procurement Manager
Procurement Managers are responsible for sourcing and purchasing goods and materials. This course would help a Procurement Manager to understand the importance of supplier diversity and how to build a more resilient supply base.
See salaries and explore the career path for Procurement Manager
Inventory Manager
Inventory Managers are responsible for managing the inventory of goods and materials. This course would help an Inventory Manager to understand the importance of inventory optimization and how to develop strategies to reduce the risk of stockouts.
See salaries and explore the career path for Inventory Manager
Quality Manager
Quality Managers are responsible for ensuring that products and services meet quality standards. This course would help a Quality Manager to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of quality problems.
See salaries and explore the career path for Quality Manager
Risk Manager
Risk Managers are responsible for identifying and mitigating risks to an organization. This course would help a Risk Manager to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of supply chain disruptions.
See salaries and explore the career path for Risk Manager
Business Continuity Planner
Business Continuity Planners are responsible for developing and implementing plans to ensure that an organization can continue to operate during a disruption. This course would help a Business Continuity Planner to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of business disruptions.
See salaries and explore the career path for Business Continuity Planner
Operations Manager
Operations Managers are responsible for overseeing the day-to-day operations of a business. This course would help an Operations Manager to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of operational disruptions.
See salaries and explore the career path for Operations Manager
Project Manager
Project Managers are responsible for planning and executing projects. This course would help a Project Manager to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of project delays.
See salaries and explore the career path for Project Manager
Data Analyst
Data Analysts are responsible for collecting, analyzing, and interpreting data. This course would help a Data Analyst to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of data breaches.
See salaries and explore the career path for Data Analyst
Software Engineer
Software Engineers are responsible for designing, developing, and maintaining software systems. This course would help a Software Engineer to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of software failures.
See salaries and explore the career path for Software Engineer
Cybersecurity Analyst
Cybersecurity Analysts are responsible for protecting an organization's computer systems and networks from cyber attacks. This course would help a Cybersecurity Analyst to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of cyber attacks.
See salaries and explore the career path for Cybersecurity Analyst
Financial Analyst
Financial Analysts are responsible for analyzing financial data and making investment recommendations. This course may help a Financial Analyst to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of financial losses.
See salaries and explore the career path for Financial Analyst
Marketing Manager
Marketing Managers are responsible for developing and implementing marketing campaigns. This course may help a Marketing Manager to understand the importance of supply chain resilience and how to develop strategies to mitigate the risks of marketing failures.
See salaries and explore the career path for Marketing Manager

Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in An Introduction to Data-Driven Supply Chain Resilience Management.
Cover image
Leading Procurement Strategy
Save
Provides a comprehensive overview of supply chain resilience, covering the key concepts, frameworks, and best practices for building resilient supply chains. It valuable resource for students and practitioners looking to gain a deeper understanding of supply chain resilience.
Leading Procurement Strategy
Paperback
Check
Leading Procurement Strategy
Kindle Edition
Check
Cover image
Balancing Green
Save
Explores the concept of enterprise resilience and provides a framework for assessing and improving resilience in organizations. It valuable resource for business leaders and managers looking to build more resilient organizations.
Balancing Green: When to Embrace Sustainability in...
Hardcover
$$
Balancing Green: When to Embrace Sustainability in...
Kindle Edition
$$
Supply Chain Management
Save
Provides a comprehensive overview of supply chain management, covering the key concepts, frameworks, and best practices for managing supply chains. It valuable resource for students and practitioners looking to gain a deeper understanding of supply chain management.
Supply Chain Management Revised, 7th Edition by...
Kindle Edition
$
Cover image
Operations Management
Save
Provides a comprehensive overview of operations management, covering the key concepts, frameworks, and best practices for managing operations. It valuable resource for students and practitioners looking to gain a deeper understanding of operations management.
Service Systems Engineering and Management...
Hardcover
$$$$
Operations Management, First Canadian Edition with...
Hardcover
$$$
Operations Management, First Canadian Edition
Hardcover
$$$
Operations Management: Sustainability and Supply...
Hardcover
$$$$
Operations Management: Sustainability and Supply...
Loose Leaf
$$$
Operations Management: Sustainability and Supply...
Hardcover
$$$$
Cover image
Logistics and Supply Chain Management
Save
Provides a comprehensive overview of logistics and supply chain management, covering the key concepts, frameworks, and best practices for managing logistics and supply chains. It valuable resource for students and practitioners looking to gain a deeper understanding of logistics and supply chain management.
Logistics and Supply Chain Management: Logistics &...
Paperback
$$$
Logistics and Supply Chain Management: Logistics &...
Kindle Edition
$$
Cover image
Supply Chain Logistics Management 5e
Save
Provides a comprehensive overview of supply chain management, covering the key concepts, frameworks, and best practices for managing supply chains. It valuable resource for students and practitioners looking to gain a deeper understanding of supply chain management.
Rental Only Connect Access Card for Supply Chain...
Printed Access Code
$$
Supply Chain Logistics Management
Save
This textbook provides a comprehensive overview of supply chain management and logistics. It valuable resource for students and practitioners alike.
Supply Chain Logistics Management
Paperback
Check
Supply Chain Logistics Management
Kindle Edition
Check
Cover image
Lean Six Sigma
Save
Provides a practical guide to using Lean Six Sigma to improve supply chain performance.
The Lean Six SIGMA Pocket Toolbook: A Quick...
Paperback
$$
The Lean Six Sigma Pocket Toolbook: A Quick...
Kindle Edition
$

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Course image
Rating
5.0 Filled star Filled star Filled star Filled star Filled star
Effort
2 to 3 hours per week for 4 weeks
Level
Introductory
Via
edX
Institution
RWTH Aachen University
Instructors
Frank T. Piller
Stefan Spinler
Christian Gülpen
Language
English
Transcript
English
Traffic lights
Read about what's good
what should give you pause
and possible dealbreakers
Explores the effects of global forces on supply chain resilience
Describes the role of AI in improving supply chain resilience
Instructors are recognized for their work in supply chain resilience
Provides practical measures for improving supply chain resilience
Examines the concept of balanced resilience as a goal for resilience management
May require some background knowledge in supply chain management or industry
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