This course will cover the Measure phase and portions of the Analyze phase of the Six Sigma DMAIC (Define, Measure, Analyze, Improve, and Control) process. You will learn about lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R), and you will be introduced to basic statistics. This course will outline useful measure and analysis phase tools and will give you an overview of statistics as they are related to the Six Sigma process.
The statistics module will provide you with an overview of the concepts and you will be given multiple example problems to see how to apply these concepts. 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).
Этот курс входит в специализацию ''Специализация Six Sigma Yellow Belt'
Six Sigma Tools for Analyze
от партнера
Об этом курсе
4.7
Оценки: 191
Приобретаемые навыки
StatisticsBinomial DistributionData AnalysisCausality
Программа курса: что вы изучите
Неделя
1Measurement System Analysis
Welcome to Six Sigma Tools for Analyze! This is the third 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. This module will introduce you to Measurement System Analysis (MSA) which is a key component of the Measure phase of the DMAIC process. You will also learn about Gauge Repeatability & Reproducibility (GR&R) and why it is used in the measurement phase.
2 videos (Total 10 min), 3 материалов для самостоятельного изучения, 2 тестов
3 материала для самостоятельного изучения
Highly-Recommended Text1мин
Measurement System Analysis - Recommended Reading3мин
Gage Repeatability & Reproducibility - Recommended Reading10мин
2 практического упражнения
Measurement System Analysis Practice20мин
Measurement System Analysis Practice Graded Quiz16мин
Неделя
2Process Analysis Tools
This module will introduce you to the Analysis phase of the DMAIC process. Process analysis helps you to better understand current processes and how they can be improved. You will be introduced to many of the different process analysis tools that are commonly used by Six Sigma experts. Failure Mode and Effects Analysis (FMEA) will also be introduced to help you better understand how to identify process failures.
6 videos (Total 29 min), 4 материалов для самостоятельного изучения, 2 тестов
6 видео
Eliminating Waste4мин
5S4мин
FMEA Part 15мин
FMEA Part 25мин
FMEA Part 36мин
4 материала для самостоятельного изучения
Eliminating Waste and 5S - Recommended Reading10мин
FMEA Pt. 1 - Recommended Reading5мин
FMEA Pt. 2 - Recommended Reading10мин
FMEA Gift - Recommended Reading20мин
2 практического упражнения
Process Analysis Tools Practice20мин
Process Analysis Tools8мин
Неделя
3Root Cause Analysis
Root cause analysis is a common problem solving step. Determining the root cause of something is an important aspect of uncovering the causes of a problem. In this module you will review the different tools used in determining root cause including 5-whys, process mapping, force-field analysis, and matrix charts.
5 videos (Total 21 min), 4 материалов для самостоятельного изучения, 2 тестов
5 видео
5 Whys4мин
Process Mapping3мин
Force Field Analysis4мин
Matrix Charts7мин
4 материала для самостоятельного изучения
5 Whys - Recommended Reading5мин
Process Mapping - Recommended Reading15мин
Force Field Analysis - Recommended Reading2мин
Matrix Charts - Recommended Reading5мин
2 практического упражнения
Root Cause Analysis Practice20мин
Root Cause Analysis Graded Quiz10мин
Неделя
4Data Analysis
In this module you will be diving into the statistical side of Six Sigma. You will begin with learning about the basic distribution types which include normal and binomial. You will then proceed to variation and will learn the difference between common and special cause variation.
7 videos (Total 23 min), 4 материалов для самостоятельного изучения, 2 тестов
7 видео
Calculating Probabilities Using the Normal Distribution4мин
Calculating Probabilities in the Normal Distribution: Example Problems3мин
The Binomial Distribution2мин
Binomial Distribution Calculations3мин
Binomial Distribution Calculations: More Examples3мин
Common Versus Special Cause Variation2мин
4 материала для самостоятельного изучения
Characteristics of Probability Distributions - Recommended Reading20мин
The Normal Distribution Table10мин
The Binomial Distribution - Recommended Reading10мин
Common Versus Special Cause Variation - Recommended Reading15мин
2 практического упражнения
Data Analysis Practice Quiz40мин
Data Analysis Graded Quiz30мин
4.7
Рецензии: 1783%
получил значимые преимущества в карьере благодаря этому курсу
Лучшие рецензии
автор: ET•Oct 16th 2018
I enjoy the clear presentations of the lecturers. The lecture slides are extremely helpful. The lectures compliment very well the ideas mentioned in the textbook.
автор: EL•Apr 27th 2018
Easy to comprehend. It provides a gist of the handbook without omitting essential information.
Преподавателя
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
О 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.
О специализации ''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.
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Какие правила возврата средств?
Можно ли получить финансовую помощь?
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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