Lean Six Sigma Green Belt: Apply & Master Skills

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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4个模块

深入了解一个主题并学习基础知识。

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1 周完成

在 10 小时一周

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4个模块

深入了解一个主题并学习基础知识。

46 条评论

1 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

您将学到什么

Apply DMAIC to improve and control business processes.
Use Lean Six Sigma tools like SIPOC, 5S, and regression.
Analyze data to identify, implement, and sustain improvements.

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要了解的详细信息

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作业

16 项作业

授课语言：英语（English）

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

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该课程共有4个模块

By the end of this course, learners will be able to define project goals, analyze processes, apply statistical tools, improve workflows, and control outcomes using Lean Six Sigma Green Belt techniques.

This comprehensive program equips professionals with the skills to drive process improvements and deliver measurable business impact. Learners will gain practical experience in using tools such as DMAIC, prioritization matrices, SIPOC, process mapping, hypothesis testing, correlation, regression, and Lean methods like 5S, Kaizen, and Poka Yoke. Through engaging lessons, real-world examples, and Excel-based demonstrations, participants will develop the ability to evaluate data, implement improvements, and mitigate risks effectively. What makes this course unique is its balanced integration of theory, practical applications, and step-by-step tool demonstrations, ensuring that learners can confidently apply their knowledge to real organizational challenges. With structured modules and graded practice quizzes, this course ensures mastery of core concepts while building confidence to lead projects that improve quality, efficiency, and customer satisfaction. Ideal for professionals seeking to advance their careers, earn Green Belt certification, and make a tangible impact, this course empowers learners to transform data into actionable solutions.

This module introduces learners to the Lean Six Sigma methodology, project selection tools, and foundational project management practices. Participants will learn to define project scope, articulate problem statements, and set measurable goals using structured frameworks.

涵盖的内容

11个视频4个作业

11个视频总计97分钟

Introduction to Course 12分钟
Dmaic Concept 13分钟
Understanding Define Phase 9分钟
Prioritization Matrix 10分钟
Prioritization Matrix - Project Selection 2分钟
Problem Statement and Project Goal 12分钟
Critical Path Method 3分钟
Critical Path Method Continued 7分钟
Gantt Chart 13分钟
Sipoc Analysis 12分钟
Project Charter 6分钟

4个作业总计60分钟

Graded-Building the Foundation 30分钟
Getting Started with Lean Six Sigma 10分钟
Defining the Right Projects 10分钟
Laying the Project Groundwork 10分钟

This module emphasizes capturing the Voice of the Customer (VOC), translating customer requirements into measurable Critical to Quality (CTQ) metrics, and building a strong foundation in statistical basics, including data sampling and distribution. Learners also gain skills in Measurement System Analysis (MSA) to ensure data accuracy.

涵盖的内容

10个视频4个作业

10个视频总计83分钟

VOC - Voice of Customer 10分钟
VOC Methods 7分钟
CTQ - Critical to Quality and Drilldown Trees 11分钟
Central Tendency 11分钟
Sampling Techniques and Normal Distribution 8分钟
Kolmogrov Smirnov Test 3分钟
Introduction to Standard Deviation 5分钟
Implementing Standard Deviation using MS Excel 6分钟
MSA - introduction and Assessment Points 10分钟
MSA - Benefits Significance and Best Practices 14分钟

4个作业总计60分钟

Graded-Voice of the Customer & Data Basics 30分钟
Capturing the Customer’s Voice 10分钟
Understanding Data Fundamentals 10分钟
Measuring with Accuracy 10分钟

This module guides learners through the Analyze Phase of DMAIC, equipping them with tools to identify root causes using process mapping, graphical analysis, and statistical testing. Learners will master hypothesis testing methods, including T-tests, ANOVA, and Chi-Square.

涵盖的内容

11个视频4个作业

11个视频总计72分钟

Course Contents - Analyze Phase 2分钟
Steps in Analyze Phase 7分钟
Process Map Analysis 7分钟
Graphical Analysis 5分钟
Statistical Analysis 6分钟
Benefits - Process and Graphical Analysis 10分钟
Benefits - Statistical Analysis 8分钟
Introduction to tests of Significance - T Anova CHI 3分钟
Implementation of T - Test Using Excel 9分钟
Implementation of Anova and CHI-Test Using Ms Excel 4分钟
Implementation of Anova 12分钟

4个作业总计60分钟

Graded-Mastering Analysis 30分钟
Exploring the Analyze Phase 10分钟
Uncovering Insights Through Data 10分钟
Applying Statistical Tests 10分钟

This module equips learners with tools and strategies to improve processes and manage risks. Participants will explore correlations, regression modeling, Lean tools like 5S and Kaizen, error-proofing methods, and risk management practices to sustain improvements.

涵盖的内容

19个视频4个作业

19个视频总计175分钟

Introduction to Correlation Concept 7分钟
Types of Correlations 7分钟
Correlations Using Trend Lines and Numeric Values 8分钟
Correlations - Scatter Plots and Trendlines 7分钟
Implementation of Correlations Using Ms Excel - Example Rent 13分钟
Implementation of Correlations Using Ms Excel - Example Bitcoins 8分钟
Introduction to Regression Modelling 10分钟
Example - Financial Market Regression Model 15分钟
Example - Financial Market Output Interpretation 10分钟
Example - Maintenance Regression Model and Predicted Values 11分钟
Example - Maintenance Regression Output Interpretation 6分钟
Introduction to Improve Phase 3分钟
Improve Phase - Steps And Activities 8分钟
Tools - 5S 7Wastes 15分钟
Tools - Design Of Experiments 9分钟
Tools - Kaizen 7分钟
Tools - Poka Yoke 8分钟
Risk Identification 14分钟
Risk Analysis and Mitigation 9分钟

4个作业总计60分钟

Graded-Driving Improvement & Managing Risks 30分钟
Finding Relationships in Data 10分钟
Regression & Prediction 10分钟
Improvement Tools & Risk Management 10分钟

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位教师

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(27个评价)

EDUCBA

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已于 Jan 5, 2026审阅

An ideal course for career advancement in quality and process improvement. The combination of data analysis and Lean methods is very impactful.

已于 Jan 5, 2026审阅

Lean Six Sigma Green Belt: Apply & Master Skills is a well-structured course that explains process improvement concepts clearly with strong practical relevance.

已于 Jan 5, 2026审阅

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