Lean Six Sigma Green Belt: Analyze & Improve

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Lean Six Sigma Green Belt: Analyze & Improve

本课程是 Lean Six Sigma Green Belt Professional Training 专项课程的一部分

位教师：EDUCBA

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3个模块

深入了解一个主题并学习基础知识。

11 条评论

8 小时完成

灵活的计划

自行安排学习进度

3个模块

深入了解一个主题并学习基础知识。

11 条评论

8 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Apply DMAIC to improve process efficiency and quality.
Use tools like SIPOC, FMEA, DOE, and regression analysis.
Implement and sustain Lean Six Sigma improvements effectively.

您将获得的技能

要了解的详细信息

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作业

13 项作业

授课语言：英语（English）

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积累特定领域的专业知识

本课程是 Lean Six Sigma Green Belt Professional Training 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

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该课程共有3个模块

By the end of this course, learners will be able to define project scope, apply Lean tools to eliminate waste, measure process performance with statistical methods, analyze data to identify root causes, and implement sustainable improvements. Designed around the DMAIC methodology, this course equips learners with practical tools such as SIPOC, VOC, QFD, MSA, regression, ANOVA, DOE, and FMEA.

Learners will benefit by gaining a strong foundation in Six Sigma and Lean principles, enabling them to drive efficiency, reduce variation, and achieve measurable business outcomes. Each module provides hands-on exposure to real-world scenarios, ensuring participants can translate theory into practice. What makes this course unique is its comprehensive alignment with Green Belt exam preparation, structured practice and graded quizzes, and emphasis on both technical rigor and organizational change management. Learners will not only master statistical analysis but also develop the leadership mindset required to guide teams and sustain improvements. This ensures readiness for both certification success and career advancement in process excellence.

This module introduces learners to the fundamentals of Six Sigma, Lean thinking, and waste reduction. Participants will explore the Define phase, Voice of the Customer (VOC), project charters, and Lean tools such as 5S, Poka Yoke, SMED, and Kanban. By the end of this module, learners will understand how to identify customer needs, outline project scope, and apply Lean methods for improving efficiency.

涵盖的内容

16个视频4个作业

16个视频总计75分钟

Introduction - Till Measure3分钟
Introduction - Till Change Management3分钟
Six Sigma Team Formation4分钟
Introduction To Define4分钟
VOC - Voice of Customer1分钟
QFD - Quality Functional Deployment5分钟
Define Tools3分钟
Project Charter3分钟
Introduction to Lean & Theory of Constraints10分钟
Introduction to Lean & Theory of Constraints Continues10分钟
Value stream mapping11分钟
7 Wastes6分钟
5 S4分钟
Poka Yoke1分钟
SMED4分钟
Lean - Kanban2分钟

4个作业总计60分钟

Graded-Foundations of Six Sigma and Lean Concepts30分钟
Introduction and Six Sigma Basics10分钟
Define Phase Tools and Customer Focus10分钟
Lean Principles and Waste Reduction10分钟

This module emphasizes the Measure phase of Six Sigma, where data accuracy and statistical foundations are established. Learners will explore Measurement System Analysis (MSA), descriptive statistics, control charts, process capability indices, and hypothesis testing. By mastering these tools, learners will be equipped to collect valid data and evaluate process performance with confidence.

涵盖的内容

14个视频4个作业

14个视频总计81分钟

Introduction to Measure and Balance score6分钟
Measure - MSA5分钟
Data Collection Basics7分钟
Sampling and Data Types8分钟
Descriptive Statistics2分钟
Process Capability Concepts9分钟
Process Capability Indices4分钟
Control Charts and Variability2分钟
Understanding Normal Distribution4分钟
Hypothesis Testing Foundations5分钟
Advanced Hypothesis Testing12分钟
Regression and Correlation Basics4分钟
Advanced Regression Techniques7分钟
Summary and Review6分钟

4个作业总计60分钟

Graded-Measure Phase – Building the Analytical Foundation30分钟
Introduction to Measure Phase10分钟
Statistical Foundations and Process Capability10分钟
Advanced Measurement and Review10分钟

This module guides learners through the Analyze, Improve, and Control phases of DMAIC. It covers tools for root cause identification, regression, correlation, ANOVA, DOE, Multi-Vari, FMEA, risk analysis, and process optimization. Learners will also explore solution implementation, pilot testing, and sustaining improvements to achieve long-term process excellence.

涵盖的内容

18个视频5个作业

18个视频总计105分钟

Introduction and Data Exploration8分钟
Root Cause Identification3分钟
Process Mapping and Flow Analysis7分钟
Hypothesis Testing Applications7分钟
Regression Analysis10分钟
Correlation and Scatter Plots4分钟
ANOVA for Process Comparison3分钟
Design of Experiments (DOE) Basics5分钟
Multi-Vari and Advanced DOE5分钟
Failure Modes and Effects Analysis2分钟
Simulation and Modeling6分钟
Risk Analysis and Mitigation8分钟
Summary and Consolidation3分钟
Review and Transition to Improve3分钟
Introduction and Tools10分钟
Process Optimization9分钟
Implementing Solutions3分钟
Sustaining Improvements10分钟

5个作业总计70分钟

Graded-Analyze, Improve & Control – Advanced Problem Solving30分钟
Root Cause and Data Analysis10分钟
Regression, Correlation, and ANOVA10分钟
Advanced Analysis Techniques10分钟
Improve & Control Implementation10分钟

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位教师

授课教师评分

(11个评价)

EDUCBA

1,057 门课程266,130 名学生

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EDUCBA

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已于 Mar 28, 2026审阅

An excellent course, clear tools, practical problems solving approach.

已于 Mar 23, 2026审阅

Well structured lean six Sigma training, Great for improving analytical and process skills.

已于 Apr 1, 2026审阅

Highly recommended Lean Six Sigma course for quality improvement and efficiency enhancement.

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