Packt

Lean Six Sigma Professional Track - From Green to Black Belt

Coursera PlusMonthly 3 个月 课程4 折优惠 ,让你轻松掌握闪耀技能。立即节省

Packt

Lean Six Sigma Professional Track - From Green to Black Belt

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
中级 等级

推荐体验

7 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级

推荐体验

7 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • Master the DMAIC framework and apply it to real-world process improvement projects.

  • Analyze and interpret data using advanced statistical methods like regression analysis and hypothesis testing.

  • Lead Six Sigma projects, from Green Belt to Black Belt, and drive operational excellence.

  • Use Six Sigma tools like SIPOC, control charts, and FMEA to identify and eliminate inefficiencies.

要了解的详细信息

可分享的证书

添加到您的领英档案

最近已更新!

May 2026

作业

10 项作业

授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Master Lean Six Sigma & AI-Driven Quality for Professionals 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。
  • 向行业专家学习新概念
  • 获得对主题或工具的基础理解
  • 通过实践项目培养工作相关技能
  • 获得可共享的职业证书

该课程共有9个模块

In this module, we will introduce the fundamental concepts of Six Sigma, provide an overview of its historical evolution, and explore the DMAIC (Define, Measure, Analyze, Improve, Control) framework, which serves as the backbone for continuous process improvement.

涵盖的内容

3个视频2篇阅读材料

In this module, we will dive deep into the Define and Measure phases, focusing on applying the Six Sigma framework practically. You'll learn to distinguish important statistical concepts, define project parameters with SIPOC diagrams, and understand the significance of project charters in Six Sigma.

涵盖的内容

8个视频1个作业

In this module, we will explore analytical techniques in the Analyze phase, including control charts, box plots, and the 5-Why method, to diagnose process variations and identify underlying causes of defects.

涵盖的内容

4个视频1个作业

In this module, we will cover basic analytical techniques such as Cause & Effect diagrams and the Pareto principle to efficiently analyze and improve processes by focusing on the most impactful issues and eliminating wasteful activities.

涵盖的内容

3个视频1个作业

In this module, we will introduce regression techniques, including simple linear regression, multiple linear regression, and logistic regression, to understand variable relationships and predict future outcomes in Six Sigma projects.

涵盖的内容

3个视频1个作业

In this module, we will cover hypothesis testing techniques, including t-tests and ANOVA, to help you make data-driven decisions. We will also demonstrate how to apply these tests using Excel for real-world analysis.

涵盖的内容

3个视频1个作业

In this module, we will explore the Failure Mode Effects Analysis (FMEA) methodology, focusing on how to identify and assess risks of failure modes and prioritize corrective actions based on severity, occurrence, and detection ratings.

涵盖的内容

2个视频1个作业

In this module, we will focus on strategies for implementing improvements in processes based on data-driven insights, aiming to reduce variation and enhance efficiency in the "Improve" phase of Six Sigma.

涵盖的内容

1个视频1个作业

In this module, we will examine the "Control" phase of Six Sigma, emphasizing tools like control charts, poka-yoke techniques for mistake-proofing, and how to maintain process stability by implementing corrective and preventive actions.

涵盖的内容

5个视频1篇阅读材料3个作业

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