This course will provide you will the tools necessary to complete the final components of the analyze phase as well as the improve and control phases of the Six Sigma DMAIC (Define, Measure, Analyze, Improve, and Control) process. This course is the final course in the Six Sigma Yellow Belt Specialization. You will learn about relationships from data using correlation and regression as well as the different hypothesis terms in hypothesis testing. This course will provide you with tools and techniques for improvement. You will also understand the importance of a control plan, as well as its key characteristics, for maintaining process improvements. Every module will include readings, discussions, lecture videos, and quizzes to help make sure you understand the material and concepts that are studied.
Our applied curriculum is built around the latest handbook The Certified Six Sigma Handbook (2nd edition) and students will develop /learn the fundamentals of Six Sigma. Registration includes online access to course content, projects, and resources but does not include the companion text The Certified Six Sigma Handbook (2nd edition). The companion text is not required to complete the assignments. However, the text is a recognized handbook used by professionals in the field. Also, it is a highly recommended text for those wishing to move forward in Six Sigma and eventually gain certification from professional agencies such as American Society for Quality (ASQ).
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教学大纲 - 您将从这门课程中学到什么
周
1Correlation 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.
5 个视频 （总计 13 分钟）, 4 个阅读材料, 2 个测验
5 个视频
Types of Correlation3分钟
The Regression Equation1分钟
Use of Regression for Prediction3分钟
Regression for Six Sigma1分钟
4 个阅读材料
Highly-Recommended Text1分钟
Dependent and Independent Variables and Types of Correlation - Recommended Reading10分钟
The Regression Equation - Recommended Reading3分钟
Regression for Six Sigma - Recommended Reading3分钟
2 个练习
Correlation and Regression Practice40分钟
Correlation and Regression Graded Quiz16分钟
周
2Hypothesis 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.
5 个视频 （总计 12 分钟）, 4 个阅读材料, 2 个测验
5 个视频
Types of Errors3分钟
Types of Error Examples2分钟
How To Do A Hypothesis Test1分钟
P-value and Statistical Significance1分钟
4 个阅读材料
Hypothesis Testing Basics - Recommended Reading5分钟
Types of Errors and Power - Recommended Reading5分钟
How to do a Hypothesis Test - Recommended Reading10分钟
P-value and Statistical Significance - Recommended Reading5分钟
2 个练习
Hypothesis Testing Practice Quiz20分钟
Hypothesis Testing Graded Quiz10分钟
周
3Improvement 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).
6 个视频 （总计 22 分钟）, 5 个阅读材料, 2 个测验
6 个视频
Introduction1分钟
Suboptimization6分钟
Kaizen and Kaizen Blitz4分钟
PDCA2分钟
Cost Benefit Analysis3分钟
Cost of Quality4分钟
5 个阅读材料
Kaizen and Kaizen Blitz - Recommended Reading10分钟
PDCA - Recommended Reading10分钟
Cost Benefit Analysis - Recommended Reading10分钟
Cost of Quality - Recommended Reading10分钟
Tip of the Iceberg - Recommended Reading20分钟
2 个练习
Improvement Techniques Practice Quiz20分钟
Improvement Techniques Graded Quiz20分钟
周
4Control 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.
3 个视频 （总计 12 分钟）, 1 个阅读材料, 2 个测验
1 个阅读材料
Control Tools and Documentation - Recommended Reading30分钟
2 个练习
Control Tools and Documentation Practice20分钟
Control Tools and Documentation Graded Quiz20分钟
4.7
10 个审阅25%
完成这些课程后已开始新的职业生涯
25%
通过此课程获得实实在在的工作福利
热门审阅
创建者 EL•Apr 27th 2018
The capstone project allowed us to practice the knowledge learned from this course to real projects.
讲师
Christina Scherrer, PhD
Professor of Industrial EngineeringDepartment of Systems and Industrial Engineering
David Cook, PhD
Assistant Professor of Mechanical Engineering TechnologyDepartment of Mechanical Engineering Technology
Gregory Wiles, PhD
Interim Chair and Assistant ProfessorDepartment of Systems and Industrial Engineering
Bill Bailey, PhD
Assistant Professor of Industrial EngineeringDepartment of Systems and Industrial Engineering
关于 乔治亚大学系统
The University System of Georgia is composed of 28 higher education institutions including 4 research universities, 2 regional universities, 12 state universities, 13 state colleges and the Skidaway Institute of Oceanography. The Georgia Public Library System, encompassing 61 library systems throughout Georgia, is also part of the University System.
关于 Six Sigma Yellow Belt 专项课程
This specialization is for you if you are looking to learn more about Six Sigma or refresh your knowledge of the basic components of Six Sigma and Lean. Six Sigma skills are widely sought by employers both nationally and internationally. These skills have been proven to help improve business processes, performance, and quality assurance.
In this specialization, you will learn proven principles and tools specific to six sigma and lean.
This is a sequential, linear designed specialization that covers the introductory level content (at the "yellow belt" level) of Six Sigma and Lean. Yellow Belt knowledge is needed before advancing to Green Belt (which is a second specialization offered here on Coursera by the USG). Green Belt knowledge is needed before moving to a Black Belt.
The proper sequence of this specialization is:
Course #1 - Six Sigma Fundamentals
Course #2 - Six Sigma Tools for Define and Measure
Course #3 - Six Sigma Tools for Analyze
Course #4 - Six Sigma Tools for Improve and Control
At the end of Course #4 (Six Sigma Tools for Improve and Control), there is a peer-reviewed, capstone project. Successful completion of this project is necessary for full completion of this specialization.
It should be noted that completing either the Yellow Belt or Green Belt Specializations does not give the learner "professional accreditation" in Six Sigma. However, successful completion will assist in better preparation for such professional accreditation testing.
常见问题
我什么时候能够访问课程视频和作业？
注册以便获得证书后，您将有权访问所有视频、测验和编程作业（如果适用）。只有在您的班次开课之后，才可以提交和审阅同学互评作业。如果您选择在不购买的情况下浏览课程，可能无法访问某些作业。
我订阅此专项课程后会得到什么？
您注册课程后，将有权访问专项课程中的所有课程，并且会在完成课程后获得证书。您的电子课程证书将添加到您的成就页中，您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容，可以免费旁听课程。
退款政策是如何规定的？
有助学金吗？
What do I need to successfully complete this course?
Our applied curriculum is built around the latest handbook The Certified Six Sigma Handbook (2nd edition) and students will develop /learn the fundamentals of Six Sigma. Registration includes online access to all course content, projects, and resources. This price does not include the companion text The Certified Six Sigma Handbook (2nd edition).
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