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Lois A. Jordan
and
David Cook, PhD
This course is designed for professionals interested in learning the principles of Lean Sigma, the DMAIC process and DFSS. This course is number 4 of 8 in this specialization dealing with topics in the Measure Phase of Six Sigma
Professionals with some completed coursework in statistics and a desire to drive continuous improvement within their organizations would find this course and the others in this specialization appealing.
Method of assessment consists of several formative and summative quizzes and a multi-part peer reviewed project completion regiment.
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What's inside
Syllabus
Process Characteristics
Data Collection
Measurement Systems
Read more
Syllabus
Process Characteristics
Data Collection
Measurement Systems
Read more
Traffic lights
Traffic lights
Read about what's good
what should give you pause and
possible dealbreakers
Provides a solid foundation for professionals seeking to improve their organizations through Lean Sigma
Focuses on the Measure phase, a crucial step in the Six Sigma process
Taught by renowned experts David Cook and Lois A. Jordan
Covers essential topics for Lean Sigma practitioners, including data collection, measurement systems, and probability
Suitable for professionals with some statistics background and a desire to drive continuous improvement
Requires multiple formative and summative quizzes, as well as a multi-part project, ensuring active engagement
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Reviews summary
In-depth measure phase for black belt
According to students, this course provides an incredibly thorough deep dive into the Measure Phase of Six Sigma, making it highly relevant for professionals and Black Belt aspirants. Learners consistently praise its strong coverage of key topics like Measurement Systems Analysis and Process Capability, finding the content directly applicable to their work. The challenging peer-reviewed project is highlighted as a significant strength for practical skill development. While generally well-received, some found the pacing inconsistent and the peer review system varied, occasionally requiring supplemental self-study for deeper statistical concepts.
Quizzes and peer-reviewed projects reinforce learning effectively.
"The quizzes were challenging but fair, reinforcing key concepts. The peer-reviewed project was a great way to apply the knowledge."
"The summative deliverables really tied everything together and helped me prepare for the Black Belt exam."
"The project was valuable for applying everything. The quizzes helped cement the learning."
Teaches highly applicable skills for continuous improvement.
"The peer-reviewed project was a great way to apply the knowledge practically."
"The lectures on Measurement Systems and Process Capability were very strong and directly applicable."
"I learned how to use practical tools and strategies that I could apply immediately to my work."
Provides a deep and thorough understanding of the Measure Phase.
"This course provided an incredibly thorough deep dive into the Measure Phase, far exceeding my expectations."
"The depth of coverage for the Measure Phase is impressive. I found the course material to be up-to-date and relevant."
"Overall, a very solid course. The content itself is comprehensive, covering all necessary topics for the Measure Phase."
Strong on theory, but some desire more hands-on activities.
"Sometimes the examples felt a bit abstract, could use more real-world case studies."
"I expected more hands-on exercises rather than just theoretical quizzes."
"While the syllabus covered the topics, I found the explanations lacking in depth for an 'advanced' course."
Quality of peer feedback varies, potentially affecting learning.
"I also felt the peer review system could be improved; feedback quality varied greatly."
"The peer review system was inconsistent, and some project feedback was unhelpful."
"The peer review system is a double-edged sword; sometimes you get great feedback, sometimes not."
Pacing and depth may vary for different statistical backgrounds.
"My main issue was the pacing; some sections felt rushed, especially around probability and distributions, while others dragged."
"For someone with a good stats background, some parts might feel too slow, but for others, it might be too fast."
"I'd recommend having a statistics textbook handy if you're rusty, as it moves through some concepts quickly."
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 The Measure Phase for the 6 σ Black Belt with these
activities:
Read "Fundamentals of Statistics" by S. Ross
Show steps
Provides a comprehensive understanding of basic statistics, probability, and distributions, which are building blocks for the Measure Phase of Six Sigma
View
Introduction to Probability Models
on Amazon
Show steps
-
Read through relevant chapters in the textbook
-
Summarize key concepts and formulas
-
Complete practice exercises in the textbook
Review Process Characteristics
Show steps
Solidify a foundation of process characteristics prior to beginning the course and improve overall understanding
Show steps
-
Summarize concepts learned in previous statistics courses
-
Explore online tutorials on process characteristics
-
Complete practice problems on process characteristics
Conduct Data Collection Exercises
Show steps
Reinforce data collection techniques in different settings, which is a vital skill for interpreting and analyzing data
Browse courses on
Data Collection
Show steps
-
Collect data from various sources and using different methods
-
Apply statistical techniques to collected data
-
Analyze data and draw meaningful conclusions
Three other activities
Expand to see all activities and additional details
Show all six activities
Create a Visual Guide to Probability Distributions
Show steps
Demonstrate a deep comprehension of the different types of probability distributions through graphical illustrations
Browse courses on
Probability
Show steps
-
Research and identify various probability distributions
-
Create visual representations for each distribution, highlighting its shape, parameters, and properties
-
Present the visual guide to peers for feedback and refinement
Develop a Process Capability Analysis Report
Show steps
Develop a comprehensive report that demonstrates a thorough understanding of process capability analysis techniques and their applications
Browse courses on
Process Capability
Show steps
-
Select a process and collect relevant data
-
Apply process capability analysis techniques to assess process performance
-
Interpret results and identify potential areas for improvement
Implement Lean Six Sigma Techniques in a Real-World Scenario
Show steps
Provides a practical application of Lean Six Sigma techniques by engaging in a real-world project, enhancing problem-solving abilities
Browse courses on
Lean Sigma
Show steps
-
Identify a problem or opportunity for improvement
-
Define the project scope and goals
-
Implement Lean Six Sigma tools and techniques to collect data, analyze processes, and identify solutions
Read "Fundamentals of Statistics" by S. Ross
Show steps
Provides a comprehensive understanding of basic statistics, probability, and distributions, which are building blocks for the Measure Phase of Six Sigma
View
Introduction to Probability Models
on Amazon
Show steps
Show steps
Show steps
- Read through relevant chapters in the textbook
- Summarize key concepts and formulas
- Complete practice exercises in the textbook
Review Process Characteristics
Show steps
Solidify a foundation of process characteristics prior to beginning the course and improve overall understanding
Show steps
Show steps
Show steps
- Summarize concepts learned in previous statistics courses
- Explore online tutorials on process characteristics
- Complete practice problems on process characteristics
Conduct Data Collection Exercises
Show steps
Reinforce data collection techniques in different settings, which is a vital skill for interpreting and analyzing data
Browse courses on
Data Collection
Show steps
Show steps
Show steps
- Collect data from various sources and using different methods
- Apply statistical techniques to collected data
- Analyze data and draw meaningful conclusions
Three other activities
Expand to see all activities and additional details
Show all six activities
Create a Visual Guide to Probability Distributions
Show steps
Demonstrate a deep comprehension of the different types of probability distributions through graphical illustrations
Browse courses on
Probability
Show steps
Show steps
Show steps
- Research and identify various probability distributions
- Create visual representations for each distribution, highlighting its shape, parameters, and properties
- Present the visual guide to peers for feedback and refinement
Develop a Process Capability Analysis Report
Show steps
Develop a comprehensive report that demonstrates a thorough understanding of process capability analysis techniques and their applications
Browse courses on
Process Capability
Show steps
Show steps
Show steps
- Select a process and collect relevant data
- Apply process capability analysis techniques to assess process performance
- Interpret results and identify potential areas for improvement
Implement Lean Six Sigma Techniques in a Real-World Scenario
Show steps
Provides a practical application of Lean Six Sigma techniques by engaging in a real-world project, enhancing problem-solving abilities
Browse courses on
Lean Sigma
Show steps
Show steps
Show steps
- Identify a problem or opportunity for improvement
- Define the project scope and goals
- Implement Lean Six Sigma tools and techniques to collect data, analyze processes, and identify solutions
Career center
Learners who complete The Measure Phase for the 6 σ Black Belt will develop knowledge and skills
that may be useful to these careers:
Six Sigma Black Belt
Six Sigma Black Belt
Six Sigma Black Belts are experts in applying Six Sigma principles and methodologies to improve business processes and achieve operational excellence. The Measure Phase for the 6 σ Black Belt course is a foundational step for aspiring Six Sigma Black Belts, providing a comprehensive understanding of the core concepts of Six Sigma. By mastering the principles of process characteristics, data collection, measurement systems, and process capability, individuals can develop the skills necessary to drive continuous improvement and achieve breakthrough results in their organizations.
Quality Assurance Manager
Quality Assurance Manager
Quality Assurance Managers oversee the implementation and maintenance of quality standards within organizations. The Measure Phase for the 6 σ Black Belt course aligns perfectly with this role, providing a comprehensive understanding of process characteristics, measurement systems, and process capability. By mastering these concepts, Quality Assurance Managers can effectively assess and improve the quality of products and services, ensuring customer satisfaction and continuous improvement.
Process Improvement Specialist
Process Improvement Specialist
Process Improvement Specialists are responsible for identifying and implementing process improvements to enhance efficiency and productivity. The Measure Phase for the 6 σ Black Belt course provides a valuable foundation for this role, covering essential topics such as process characteristics, data collection, and process capability. By gaining a deep understanding of these concepts, Process Improvement Specialists can effectively analyze processes, identify bottlenecks, and develop strategies for improvement, leading to increased operational efficiency and reduced costs.
Continuous Improvement Manager
Continuous Improvement Manager
Continuous Improvement Managers are responsible for driving and sustaining continuous improvement initiatives within organizations. The Measure Phase for the 6 σ Black Belt course provides a valuable foundation for Continuous Improvement Managers, covering essential concepts such as process characteristics, data collection, and process capability. By mastering these principles, Continuous Improvement Managers can effectively analyze and improve processes, identify and eliminate waste, and enhance organizational performance.
Data Analyst
Data Analyst
Data Analysts play a crucial role in organizations by collecting, analyzing, and interpreting data to extract meaningful insights. The Measure Phase for the 6 σ Black Belt course provides a solid foundation for Data Analysts, covering essential concepts such as process characteristics, basic statistics, probability, and distributions. By understanding these principles, Data Analysts can effectively analyze data, identify patterns and trends, and make data-driven recommendations to improve business outcomes.
Statistician
Statistician
Statisticians collect, analyze, interpret, and present data to provide insights and inform decision-making. The Measure Phase for the 6 σ Black Belt course provides a strong foundation for Statisticians, covering essential concepts such as probability, distributions, and basic statistics. By mastering these principles, Statisticians can effectively analyze and interpret data, draw meaningful conclusions, and communicate their findings to stakeholders.
Manufacturing Engineer
Manufacturing Engineer
Manufacturing Engineers design and develop manufacturing processes and systems to optimize production. The Measure Phase for the 6 σ Black Belt course provides a strong foundation for Manufacturing Engineers, covering essential concepts such as process characteristics, measurement systems, and process capability. By understanding these principles, Manufacturing Engineers can effectively design and improve manufacturing processes, ensuring product quality, efficiency, and cost-effectiveness.
Quality Engineer
Quality Engineer
Quality Engineers ensure that products and services meet quality standards and specifications. The Measure Phase for the 6 σ Black Belt course provides a solid foundation for Quality Engineers, covering essential topics such as process characteristics, measurement systems, and process capability. By understanding these concepts, Quality Engineers can effectively evaluate and improve product and service quality, ensuring customer satisfaction and regulatory compliance.
Operations Manager
Operations Manager
Operations Managers are responsible for the day-to-day operations of an organization, ensuring efficient and effective workflow. The Measure Phase for the 6 σ Black Belt course provides valuable insights for Operations Managers, covering topics such as process characteristics, data collection, and process capability. By applying these principles, Operations Managers can analyze and improve operational processes, optimize resource allocation, and enhance overall organizational performance.
Project Manager
Project Manager
Project Managers plan, execute, and deliver projects successfully. The Measure Phase for the 6 σ Black Belt course provides valuable insights for Project Managers, covering topics such as process characteristics, data collection, and process capability. By applying these principles, Project Managers can effectively analyze and improve project processes, mitigate risks, and ensure project success.
Business Analyst
Business Analyst
Business Analysts are responsible for analyzing an organization's business processes and systems to identify inefficiencies and opportunities for improvement. To excel in this role, they must have a solid understanding of data analysis and improvement principles, such as Lean Sigma. The Measure Phase for the 6 σ Black Belt course provides a comprehensive introduction to these concepts, helping Business Analysts develop the skills needed to drive continuous improvement within their organizations. Covering topics such as process characteristics, data collection, measurement systems, and probability, this course lays the groundwork for success in business analysis.
Data Scientist
Data Scientist
Data Scientists use scientific methods and algorithms to extract knowledge and insights from data. The Measure Phase for the 6 σ Black Belt course provides a valuable foundation for Data Scientists, covering essential concepts such as probability, distributions, and basic statistics. By understanding these principles, Data Scientists can effectively prepare and analyze data, build predictive models, and develop data-driven solutions to business problems.
Operations Research Analyst
Operations Research Analyst
Operations Research Analysts use mathematical and analytical techniques to solve complex business problems. The Measure Phase for the 6 σ Black Belt course may be useful for Operations Research Analysts, providing a foundation in probability, distributions, and basic statistics. By understanding these principles, Operations Research Analysts can effectively model and analyze business systems, optimize operations, and develop data-driven solutions.
Business Intelligence Analyst
Business Intelligence Analyst
Business Intelligence Analysts use data analysis and visualization tools to extract insights and identify trends from data. The Measure Phase for the 6 σ Black Belt course may be useful for Business Intelligence Analysts, providing a foundation in data collection, analysis, and interpretation. By understanding these principles, Business Intelligence Analysts can effectively gather and analyze data, develop reports and dashboards, and communicate insights to stakeholders.
Market Research Analyst
Market Research Analyst
Market Research Analysts collect, analyze, and interpret market data to understand customer needs and trends. The Measure Phase for the 6 σ Black Belt course may be useful for Market Research Analysts, providing a foundation in data collection, analysis, and interpretation. By understanding these principles, Market Research Analysts can effectively gather and analyze market data, identify market opportunities, and develop strategies to reach target customers.
For more career information including salaries, visit:
OpenCourser.com/course/n5rpuz/the
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
The Measure Phase for the 6 σ Black Belt.
Provides a comprehensive overview of Six Sigma principles with clear explanations and real-world examples. It covers topics like DMAIC process, DFSS, root cause analysis.
Serves as a handy reference for tools and techniques used in Lean Six Sigma. It provides quick access to process improvement methods, metrics, and statistical formulas.
A valuable resource for organizations implementing Lean Six Sigma. It offers a structured approach to deployment, including stakeholder management, training, and measurement.
A classic in Six Sigma literature, presenting real-world case studies and insights from leading companies. It highlights the impact of Six Sigma on organizational performance and innovation.
Save
A collection of tools and techniques commonly used in quality improvement, including statistical tools, problem-solving methods, and measurement techniques.
A beginner-friendly guide to Six Sigma, explaining concepts in simple terms. It offers practical advice on implementing Six Sigma principles in different industries.
A comprehensive guide to measurement systems analysis, covering Gage Repeatability and Reproducibility (GR&R) studies and Measurement System Analysis (MSA). It helps ensure the accuracy and reliability of measurement systems in Six Sigma projects.
Offers a strong foundation in statistics for Six Sigma practitioners. It covers statistical concepts, hypothesis testing, and data analysis techniques essential for understanding process variation and improvement.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/n5rpuz/the
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Institution
University System of Georgia
Instructors
Lois A. Jordan
David Cook, PhD
Language
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This course belongs to a
collection
called
Six Sigma Black Belt. It's comprised of eight courses:
- The Define Phase for the 6 σ Black Belt
- DFSS for the 6 σ Black Belt
- The Measure Phase for the 6 σ Black Belt (viewing)
- Organization Planning and Development for the 6 σ Black Belt
- The Improve Phase for the 6 σ Black Belt
- The Analyze Phase for the 6 σ Black Belt
- The Control Phase for the 6 σ Black Belt
- Team Management for the 6 σ Black Belt
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