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).
Ce cours fait partie de la Spécialisation Six Sigma Yellow Belt
Six Sigma Tools for Improve and Control
proposé par
Programme du cours : ce que vous apprendrez dans ce cours
Semaine
11 heure pour terminer
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.
5 vidéos (Total 13 min), 4 lectures, 2 quiz
5 vidéos
Types of Correlation3 min
The Regression Equation1 min
Use of Regression for Prediction3 min
Regression for Six Sigma1 min
4 lectures
Highly-Recommended Text1 min
Dependent and Independent Variables and Types of Correlation - Recommended Reading10 min
The Regression Equation - Recommended Reading3 min
Regression for Six Sigma - Recommended Reading3 min
2 exercices pour s'entraîner
Correlation and Regression Practice40 min
Correlation and Regression Graded Quiz16 min
Semaine
21 heure pour terminer
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.
5 vidéos (Total 12 min), 4 lectures, 2 quiz
5 vidéos
Types of Errors3 min
Types of Error Examples2 min
How To Do A Hypothesis Test1 min
P-value and Statistical Significance1 min
4 lectures
Hypothesis Testing Basics - Recommended Reading5 min
Types of Errors and Power - Recommended Reading5 min
How to do a Hypothesis Test - Recommended Reading10 min
P-value and Statistical Significance - Recommended Reading5 min
2 exercices pour s'entraîner
Hypothesis Testing Practice Quiz20 min
Hypothesis Testing Graded Quiz10 min
Semaine
32 heures pour terminer
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).
6 vidéos (Total 22 min), 5 lectures, 2 quiz
6 vidéos
Introduction1 min
Suboptimization6 min
Kaizen and Kaizen Blitz4 min
PDCA2 min
Cost Benefit Analysis3 min
Cost of Quality4 min
5 lectures
Kaizen and Kaizen Blitz - Recommended Reading10 min
PDCA - Recommended Reading10 min
Cost Benefit Analysis - Recommended Reading10 min
Cost of Quality - Recommended Reading10 min
Tip of the Iceberg - Recommended Reading20 min
2 exercices pour s'entraîner
Improvement Techniques Practice Quiz20 min
Improvement Techniques Graded Quiz20 min
Semaine
41 heure pour terminer
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.
3 vidéos (Total 12 min), 1 lecture, 2 quiz
1 lecture
Control Tools and Documentation - Recommended Reading30 min
2 exercices pour s'entraîner
Control Tools and Documentation Practice20 min
Control Tools and Documentation Graded Quiz20 min
4.8
15 avis25%
a commencé une nouvelle carrière après avoir terminé ces cours
25%
a bénéficié d'un avantage concret dans sa carrière grâce à ce cours
Meilleurs avis
The capstone project allowed us to practice the knowledge learned from this course to real projects.
Real application to what you have learned so far, excellent
Enseignants
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
À propos de University System of Georgia
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.
À propos de la Spécialisation Six Sigma Yellow Belt
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.
Foire Aux Questions
Quand aurai-je accès aux vidéos de cours et aux devoirs ?
Une fois que vous êtes inscrit(e) pour un Certificat, vous pouvez accéder à toutes les vidéos de cours, et à tous les quiz et exercices de programmation (le cas échéant). Vous pouvez soumettre des devoirs à examiner par vos pairs et en examiner vous-même uniquement après le début de votre session. Si vous préférez explorer le cours sans l'acheter, vous ne serez peut-être pas en mesure d'accéder à certains devoirs.
À quoi ai-je droit si je m'abonne à cette Spécialisation ?
Lorsque vous vous inscrivez au cours, vous bénéficiez d'un accès à tous les cours de la Spécialisation, et vous obtenez un Certificat lorsque vous avez réussi. Votre Certificat électronique est alors ajouté à votre page Accomplissements. À partir de cette page, vous pouvez imprimer votre Certificat ou l'ajouter à votre profil LinkedIn. Si vous souhaitez seulement lire et visualiser le contenu du cours, vous pouvez accéder gratuitement au cours en tant qu'auditeur libre.
Quelle est la politique de remboursement ?
Une aide financière est-elle possible ?
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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