Six Sigma Tools for Improve and Control

所在平台: Coursera

课程主页: https://www.coursera.org/learn/six-sigma-improve-control

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课程简介

课程名称：六西格玛工具以提升和控制 概述：本课程将为您提供完成六西格玛DMAIC（定义、测量、分析、提升和控制）过程的分析阶段以及提升和控制阶段的最终工具。作为六西格玛黄带专业化的最后一门课程，您将学习数据之间的关系，包括相关性和回归分析，以及假设检验中的不同假设术语。课程还将教授改进的工具和技术，让您了解控制计划的重要性及其关键特征，以保持流程改进。每个模块将包含阅读材料、讨论、讲座视频和测验，以帮助您理解学习的材料和概念。 我们的课程内容围绕最新的《六西格玛证书手册》（第二版）构建，学生将学习六西格玛的基本知识。注册包括在线获取课程内容、项目和资源，但不包括附带文本《六西格玛证书手册》（第二版）。尽管该文本不是完成作业的必需，但它是该领域专业人士使用的公认手册，强烈推荐给希望在六西格玛领域进一步发展的学习者，并最终获得如美国质量学会（ASQ）等专业机构的认证。 课程大纲： 1. **相关性与回归**：本模块将继续分析阶段的讨论，解释相关性与回归的含义和不同分析类型，以及它们在六西格玛中的应用。 2. **假设检验**：这是分析阶段的最后一个模块。您将学习假设检验的重要性，如何正确进行假设测试，避免错误，以及统计显著性等内容。 3. **改进技术**：本模块将引入DMAIC过程的提升和控制阶段。您将学习有助于组织改进的最佳和最受欢迎的改进技术，包括kaizen和kaizen blitz、PDCA循环以及成本效益分析（包括质量成本）。 4. **控制工具与文档**：DMAIC过程的最后阶段是控制阶段。您将学习维护改进的有用控制工具，沟通是控制阶段的关键，因此制定标准化文档非常重要。您将了解如何标准化和管理文档，以帮助维护在DMAIC提升阶段实施的流程。 5. **黄带专业化的顶石项目**：该模块是“顶石项目”。只有在完成了前三门黄带专业化课程（六西格玛基础、六西格玛定义和测量工具、六西格玛分析工具）后，您才应完成该项目。需注意，完成黄带专业化课程并不意味着获得六西格玛的“专业认证”，但成功完成将有助于更好地准备专业认证考试。 通过本课程的学习，您将在六西格玛相关领域建立坚实的基础，为未来的职业发展做好准备。

课程大纲

Name:Correlation and Regression

Description: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.

Name:Hypothesis Testing

Description: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.

Name:Improvement Techniques

Description: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).

Name:Control Tools and Documentation

Description: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.

Name: CAPSTONE PROJECT FOR COMPLETION OF YELLOW BELT SPECIALIZATION

Description: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.

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