Six Sigma Tools for Improve and Control
This course provides the tools and techniques necessary to complete the Analyze, Improve, and Control phases of the Six Sigma DMAIC process. Through readings, discussions, lecture videos, and quizzes, learners will gain an understanding of correlation and regression, hypothesis testing, and the importance of a control plan for maintaining process improvements. This course is the final course in the Six Sigma Yellow Belt Specialization. ▼
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Course Feature
Cost:
Free
Provider:
Coursera
Certificate:
Paid Certification
Language:
English
Start Date:
10th Jul, 2023
Course Overview
❗The content presented here is sourced directly from Coursera platform. For comprehensive course details, including enrollment information, simply click on the 'Go to class' link on our website.
Updated in [March 06th, 2023]
This course provides learners with the tools and techniques necessary to complete the analyze, improve, and control phases of the Six Sigma DMAIC process. Learners will gain an understanding of the importance of a control plan and its key characteristics for maintaining process improvements. They will also learn about relationships from data using correlation and regression, as well as the different hypothesis terms in hypothesis testing. Additionally, learners will be exposed to the fundamentals of Six Sigma, Lean Manufacturing, and Quality Management. Through the use of readings, discussions, lecture videos, and quizzes, learners will gain a comprehensive understanding of the concepts and tools necessary to successfully complete the Six Sigma DMAIC process.
[Applications]
Upon completion of this course, students should be able to apply the tools and techniques learned to improve and control processes in their own organizations. They should be able to use correlation and regression to identify relationships from data, understand the different hypothesis terms in hypothesis testing, and create a control plan to maintain process improvements. Additionally, they should be able to use the Certified Six Sigma Handbook (2nd edition) as a reference for further study and to gain certification from professional agencies such as ASQ.
[Career Paths]
1. Six Sigma Black Belt: A Six Sigma Black Belt is a professional who is trained in the Six Sigma methodology and is responsible for leading improvement projects and guiding other professionals in the organization. They are expected to have a deep understanding of the Six Sigma principles and tools, and be able to apply them to solve complex problems. The demand for Six Sigma Black Belts is increasing as organizations are looking for professionals who can help them improve their processes and reduce costs.
2. Quality Assurance Manager: Quality Assurance Managers are responsible for ensuring that products and services meet the required standards of quality. They are expected to have a deep understanding of quality assurance principles and tools, and be able to apply them to ensure that products and services meet the required standards. Quality Assurance Managers are in high demand as organizations are looking for professionals who can help them maintain high quality standards.
3. Process Improvement Consultant: Process Improvement Consultants are responsible for helping organizations improve their processes and reduce costs. They are expected to have a deep understanding of process improvement principles and tools, and be able to apply them to help organizations improve their processes. The demand for Process Improvement Consultants is increasing as organizations are looking for professionals who can help them improve their processes and reduce costs.
4. Lean Six Sigma Master Black Belt: Lean Six Sigma Master Black Belts are professionals who are trained in the Lean Six Sigma methodology and are responsible for leading improvement projects and guiding other professionals in the organization. They are expected to have a deep understanding of the Lean Six Sigma principles and tools, and be able to apply them to solve complex problems. The demand for Lean Six Sigma Master Black Belts is increasing as organizations are looking for professionals who can help them improve their processes and reduce costs.
[Education Paths]
1. Bachelor of Science in Quality Assurance: This degree program focuses on the principles and practices of quality assurance, including the use of Six Sigma tools and techniques. Students learn how to identify and analyze quality problems, develop and implement quality control systems, and use data-driven decision-making to improve processes. This degree is becoming increasingly popular as organizations recognize the value of quality assurance in improving customer satisfaction and reducing costs.
2. Master of Science in Quality Management: This degree program focuses on the principles and practices of quality management, including the use of Six Sigma tools and techniques. Students learn how to identify and analyze quality problems, develop and implement quality control systems, and use data-driven decision-making to improve processes. This degree is becoming increasingly popular as organizations recognize the value of quality management in improving customer satisfaction and reducing costs.
3. Master of Business Administration in Quality Management: This degree program focuses on the principles and practices of quality management, including the use of Six Sigma tools and techniques. Students learn how to identify and analyze quality problems, develop and implement quality control systems, and use data-driven decision-making to improve processes. This degree is becoming increasingly popular as organizations recognize the value of quality management in improving customer satisfaction and reducing costs.
4. Doctor of Philosophy in Quality Management: This degree program focuses on the principles and practices of quality management, including the use of Six Sigma tools and techniques. Students learn how to identify and analyze quality problems, develop and implement quality control systems, and use data-driven decision-making to improve processes. This degree is becoming increasingly popular as organizations recognize the value of quality management in improving customer satisfaction and reducing costs.
Course Syllabus
Correlation and Regression
Welcome to Six Sigma Tools for Improve and Control! This is the fourth course in the Six Sigma Yellow Belt Specialization. Your team of instructors, Dr. Bill Bailey, Dr. David Cook, Dr. Christine Scherrer, and Dr. Gregory Wiles, currently work in the College of Engineering and Engineering Technology at Kennesaw State University. The next two modules will conclude the Analyze phase of the DMAIC process and in the final two modules you will be introduced to the Improve and Control phase. This module will continue to discussion analysis by explaining correlation and regression. You will learn the meaning of correlation and regression, the different types of analysis, and how it can be used in Six Sigma.Hypothesis Testing
This the final module that covers the Analysis phase of the DMAIC process. Now that you have collected the data and calculated it you will need to determine how to make a statistical conclusion about your findings. In this module you will learn more about the importance of hypothesis testing, how to correctly do a hypothesis test reading as well as how to avoid errors, and statistical significance.Improvement Techniques
This module will introduce you to the Improve and Control phase of the DMAIC process. The first step in this phase is determining improvement techniques to help make improvements to an organization. This module will cover the best and most popular improvement techniques including kaizen and kaizen blitz, PDCA (Plan-Do-Check-Act) cycle, and cost benefit analysis (including cost of quality).Control Tools and Documentation
The final phase of the DMAIC process is the control phase. In this module you will learn about control tools that are useful in maintaining improvements. Communication is a key component of the control phase therefore it is important to develop standardized documentation. You will learn about how to standardize and manage documentation to help maintain processes that were implemented during the improve phase of DMAIC.CAPSTONE PROJECT FOR COMPLETION OF YELLOW BELT SPECIALIZATION
This module is the "capstone project." You should only complete this project if you have taken all three previous yellow belt specialization courses (Six Sigma Fundamentals, Six Sigma Tools for Define and Measure, and Six Sigma Tools for Analyze), AND you want to complete this specialization. It should be noted that completing the Yellow Belt Specialization does not give the learner "professional accreditation" in Six Sigma. However, successful completion will assist in better preparation for such professional accreditation testing.Pros & Cons
DMAIC, SIPOC tools for improvement
Valuable knowledge grounded in academic research
Proven principles and tools specific to six sigma and lean
Assignments and projects to reinforce learning
Holistic idea of lean six sigma
Certificate wording could be improved
No examples of application of knowledge
Final test more related to project management than Six Sigma QA
Lack of exercises to better understand key concepts
Videos just reading the text from the book
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Quiz
Submitted Sucessfully
1. What is the main purpose of the Six Sigma DMAIC process?
2. What is the companion text for this course?
3. What is the American Society for Quality (ASQ)?
4. What is the name of the handbook used in this course?
Correct Answer: The Certified Six Sigma Handbook (2nd edition)
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