关于此课程： This course is for you if you are looking to dive deeper into Six Sigma or strengthen and expand your knowledge of the basic components of green belt level 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 and performance. This course will take you deeper into the principles and tools associated with the "Design" and "Measure" phases of the DMAIC structure of Six Sigma. It is highly recommended that you complete the "Yellow Belt Specialization" and the course "Six Sigma and the Organization (Advanced)" before beginning this course. In this course, your instructors will introduce you to, and have you apply, some of the tools and metrics that are critical components of Six Sigma. This course will provide you with the advanced knowledge of team dynamics and performance, process analysis, probability, statistics, statistical distributions, collecting and summarizing data, measurement systems analysis, process and performance capability, and exploratory data analysis associated with Six Sigma and Lean. Every module will include readings, videos, and quizzes to help make sure you understand the material and concepts that are studied. Registration includes online access to course content, projects, and resources but does not include the companion text The Certified Six Sigma Green Belt 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).
制作方： 乔治亚大学系统
教学方： Christina Scherrer, PhD, Professor of Industrial Engineering
Department of Systems and Industrial Engineering
教学方： Gregory Wiles, PhD, Interim Chair and Assistant Professor
Department of Systems and Industrial Engineering
教学方： Bill Bailey, PhD, Assistant Professor of Industrial Engineering
Department of Systems and Industrial Engineering
| 基本信息 | 课程 2（共 4 门，Six Sigma Green Belt Specialization ） |
| 级别 | Intermediate |
| 语言 | English |
| 如何通过 | 通过所有计分作业以完成课程。 |
| 用户评分 |
授课大纲
第 1 周
Yellow Belt Refresher - Team Basics
This module is a Yellow Belt Refresher Area, since some learners may have entered this course without having taken the previous yellow belt material. This refresher area does not serve as a "replacement" for taking the yellow belt specialization. It is only a "patch" for those who already have some knowledge of six sigma, but find the yellow belt specialization to be too introductory for their current situation. If you find yourself struggling with the green belt material in this course, it is highly recommended that you travel through the yellow belt specialization before attempting the green belt content. In this module you will learn about team development, different types of teams, tools for decision making, and tools for communication.
7 视频, 1 阅读材料
- Reading: Highly-Recommended Text
- 视频: Explaining Yellow Belt Refresher Areas
- 视频: The Importance of Teams in Quality Improvement
- 视频: Types of Teams
- 视频: Stages of Team Development
- 视频: Brainstorming
- 视频: Team Decision Tools
- 视频: Agendas, Minutes, and Status Reports
第 2 周
Process Analysis and Documentation
In this module you will learn the application of process maps and flow charts swim lane. You will also about the application of: written procedures and works instructions, CEDAC, the Pareto diagram, and the relationship matrix.
7 视频, 5 阅读材料, 1 练习测试
- 视频: Introduction
- Reading: Process Maps and Flow Charts - Recommended Reading
- 视频: Process Mapping and Flow Charts
- Reading: Written Procedures & Work Instructions - Recommended Reading
- 视频: Written Procedures
- 视频: Work Instructions
- Practice Quiz: Process Analysis and Documentation Practice Quiz
- Reading: CEDAC - Recommended Reading
- 视频: CEDAC
- Reading: Pareto Diagrams - Recommended Reading
- 视频: Pareto Diagrams
- Reading: Relationship Matrix - Recommended Reading
- 视频: Relationship Matrix
已评分: Process Analysis and Documentation Graded Quiz
第 3 周
Probability and Statistics - pt1
In this module, you will learn how mutually-exclusive events and independent events relate to probability. You will also learn how to solve basic probability problems, including those that require the addition, multiplicative, and conditional rules of probability.
5 视频, 5 阅读材料, 1 练习测试
- Reading: Basic Probability Concepts - Recommended Reading
- 视频: Basic Probability Concepts
- Reading: Mutually Exclusive & Independent Events - Recommended Reading
- 视频: Mutually Exclusive & Independent Events
- Reading: Addition Rules for Probability - Recommended Reading
- 视频: Addition Rules for Probability
- Reading: Conditional Probability - Recommended Reading
- 视频: Conditional Probability
- Reading: Multiplicative Rules for Probability - Recommended Reading
- 视频: Multiplicative Rules
- Practice Quiz: Probability and Statistics - pt1 Practice Quiz
已评分: Probability and Statistics - pt1 Graded Quiz
第 4 周
Probability and Statistics - pt2
In this module, you will learn how to solve probability problems related to combinations and permutations. You will also learn about central limit theorem and how to apply it to the concept of confidence intervals. This module also touches on descriptive and inferential statistics.
4 视频, 3 阅读材料, 1 练习测试
- Reading: Combinations and Permutations - Recommended Reading
- 视频: Combinations and Permutations
- Reading: The Central Limit Theorem (CLT) & Its Applications - Recommended Reading
- 视频: The Central Limit Theorem (CLT)
- 视频: The Central Limit Theorem (CLT) Applications
- Reading: Descriptive vs. Inferential Statistics - Recommended Reading
- 视频: Descriptive vs. Inferential Statistics
- Practice Quiz: Probability and Statistics - pt2 Practice Quiz
已评分: Probability and Statistics - pt2 Graded Quiz
第 5 周
Statistical Distribution
In this module, you will learn about the basic characteristics of probability distributions. You will also learn about binomial, normal, Poisson, t-, chi-square, and F-distributions.
7 视频, 5 阅读材料, 1 练习测试
- 视频: Characteristics of Probability Distribution - (Yellow Belt Refresher Video)
- Reading: Binomial Distribution & Binomial Calculation - Recommended Reading
- 视频: The Binomial Distribution - (Yellow Belt Refresher Video)
- 视频: Binomial Calculations - (Yellow Belt Refresher Video)
- Reading: Poisson Distribution - Recommended Reading
- 视频: Poisson Distribution
- Reading: Calculating Possibilities in the Normal Distribution - Recommended Reading
- 视频: Calculating Probabilities Using the Normal Distribution - (Yellow Belt Refresher Video)
- Reading: Chi-square Distribution and Degrees of Freedom - Recommended Reading
- 视频: Chi Square
- Reading: T-distribution & F-distribution - Recommended Reading
- 视频: T-distribution & F-distribution
- Practice Quiz: Statistical Distributions Practice Quiz
已评分: Statistical Distributions Graded Quiz
第 6 周
COLLECTING AND SUMMARIZING DATA & MEASURING SYSTEM ANALYSIS
In this module, you will learn the different types and sources of data. You will also learn: how to classify groups of data for descriptive statistics analysis, different ways to graphically display data, how to express the importance of measurement systems analysis, and the difference between precision and accuracy. This module also begins with a Yellow Belt Refresher Area, since some learners may have entered this course without having taken the previous yellow belt material. This refresher area does not serve as a "replacement" for taking the yellow belt material. It is only a "patch" for those who already have some knowledge of six sigma, but find the yellow belt specialization to be too introductory for their current situation. If you find yourself struggling with the green belt material in this course, it is highly recommended that you travel through the yellow belt specialization before attempting the green belt content.
8 视频, 2 阅读材料, 2 练习测试
- 视频: Explaining the Yellow Belt Refresher Areas
- 视频: Basic Statistics - pt 1
- 视频: Basic Statistics - pt 2
- Reading: Collecting and Summarizing Data - Recommended Reading
- 视频: Collecting and Summarizing Data - pt 1
- 视频: Collecting and Summarizing Data - pt 2
- 视频: Collecting and Summarizing Data - pt 3
- Practice Quiz: Collecting and Summarizing Data Practice Quiz
- Reading: Measuring System Analysis - Recommended Reading
- 视频: Measuring System Analysis - pt 1
- 视频: Measuring System Analysis - pt 2
- Practice Quiz: Measuring System Analysis Practice Quiz
已评分: Collecting and Summarizing Data Graded Quiz
已评分: Measuring System Analysis Graded Quiz
第 7 周
PROCESS AND PERFORMANCE CAPABILITY & EXPLORATORY DATA ANALYSIS
In this module, you will learn how to use statistical tools and analyze data, including skills like: how to distinguish between natural process limits and specification limits, how to calculate the value of Cp and Ck, how to deal with process capability studies. This module also addresses multi-vari studies, the the correlation coefficient, and linear regression.
8 视频, 2 阅读材料, 2 练习测试
- Reading: Process and Performance Capability - Recommended Reading
- 视频: Process and Performance
- 视频: Designing Process Performance
- 视频: Analyzing Process Capability
- 视频: Control Chart Interpretation
- Practice Quiz: Process and Performance Capability Practice Quiz
- Reading: Exploratory Data Analysis - Recommended Reading
- 视频: Multi-Variable Study
- 视频: Types of Correlation (Yellow Belt Refresher Video)
- 视频: Correlation
- 视频: Linear Regression
- Practice Quiz: Exploratory Data Analysis Practice Quiz
已评分: Process and Performance Capability Graded Quiz
已评分: Exploratory Data Analysis Graded Quiz
常见问题解答
运作方式
Coursework
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制作方
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.
价格
| 购买课程 | |
|---|---|
| 访问课程材料 | 可用 |
| 访问评分的材料 | 可用 |
| 收到最终成绩 | 可用 |
| 获得可共享的课程证书 | 可用 |
评分和审阅
Excellent course, very illustrative. I have remembered many topics of industrial engineering.
Amaizing Course, I am a Business Management Engineering Student, but I'm in an exchange program actually and this course made me remember all the topics I have been studied in my Quality Classes.
excelent course
It was very helpful