【Six Sigma】AI + Lean 6 Sigma Yellow Belt (Chinese Session)

Course Introduction

Lean Six Sigma DMAIC is such an efficient problem-solving methodology. It provides a structured problem-solving path of "Define, Measure, Analyze, Improve, Control" and practical tools in each phase to achieve product quality improvement, process efficiency optimization, and operation cost reduction. Therefore, Lean Six Sigma has been widely applied in most industries and its certification is one of the most popular ones at workplace.

Data analysis is essential to problem-solving. However, due to complex data analysis knowledge system, it is difficult to master in 1 day, therefore standard Yellow Belt training often excludes this part. However, this Yellow Belt training empowered data analysis with AI tools, making it effortless to use, while keeping its original strength: comprehensive and practical.

The upgraded AI+ Lean Six Sigma Yellow Belt training includes:

• Introduction to the basics of Lean Six Sigma
• The fundamental logic of Six Sigma DMAIC methodology and the tools in each phase that is required at yellow belt level
• AI empowered data analysis
• A real case problem-solving group exercise throughout the training

After fully participation, all participants will receive a Lean Six Sigma Yellow Belt certification issued by ASQ (American Society of Quality) certified Master Black Belt.

课程介绍



您的公司是否常常遇到重复发生的问题？您是否因疲于救火反而忽略了更重要的工作？您和同事是否希望更高效地解决问题？精益六西格玛DMAIC就是这样一个高效问题解决的方法论，通过"定义、测量、分析、改善、控制"这一结构化的路径和各阶段的工具，以实现产品质量提升、流程效率优化，运营成本降低。因此，精益六西格玛在各个行业都有着广泛应用，其认证也成为了目前职场上最受欢迎的资质认证之一。

数据分析是问题解决过程中必不可少的一环，然而，由于数据分析部分知识体系庞大难以很快掌握，普通的黄带培训往往无法涵盖数据分析的内容。而本次培训借助了AI工具的加持，将数据分析巧妙穿插在分析阶段的内容中，让课程变得完整、实用、又能轻松掌握。

升级后的AI+黄带培训包含以下内容：

• 精益六西格玛基础知识介绍
• 六西格玛DMAIC方法论的基本逻辑以及黄带认证要求的各阶段的工具
• 通过AI工具完成的数据分析
• 一个贯穿整个培训的解决实际问题的小组练习

在完整参加培训之后，学员将获得由ASQ（美国质量学会）认证黑带大师授予的精益六西格玛黄带证书。

Lectures, case studies, breakout sessions, student exercises

课堂讲授、案例分析、分组讨论、学员练习

• 精益六西格玛介绍

在这一部分中，你会学习到六西格玛的背景知识和基本信息。

• DMAIC – 定义（D）阶段

定义阶段需要回答的问题是：我们要解决的问题究竟是什么？为了回答这一问题，你将通过理论讲解和小组练习学习到如何创建项目立项书、如何创建SIPOC、以及如何生成CTQ。

• DMAIC – 测量（M）阶段

测量阶段需要回答的问题是：问题的现状有多严重？为了回答这一问题，你将通过理论讲解和小组练习学习输出测量量识别、操作性定义、测量系统分析、基础统计量、过程能力、过程表现可视化。

• DMAIC – 分析（A）阶段

分析阶段需要回答的问题是：问题的根本原因是什么？为了回答这一问题，你将了解根本原因验证的思路，并通过理论讲解和小组练习学习到如何通过鱼骨图和"5 Why"识别潜在原因，以及如何通过过程分析工具（如意面图、泳道图、价值分析等）和AI助力的数据分析工具（如假设检验、相关、回归分析等）完成根本原因验证。

• DMAIC – 改善（I）阶段

改善阶段需要回答的问题是：解决问题的最优方案是什么？为了回答这一问题，你将你会通过理论讲解和小组练习学习到如何用精益工具和多种头脑风暴工具生成潜在解决方案、如何筛选解决方案、以及如何实施解决方案。

• DMAIC – 控制（C）阶段

控制阶段需要回答的问题是：如何保持改善结果的可持续性？为了回答这一问题，你讲学习如通过文件化、控制图和响应预案来维持改善结果。

Professionals in all industries who is interested in effective problem-solving, especially those who work with process optimization and quality improvement.

各行业对高效问题解决感兴趣的职场人士，尤其是工作中会涉及到流程优化和质量改进的人。

• All registrations shall be made online before the session. For full-day sessions, payment also shall be made before the session.
• For full-day sessions, AmCham Shanghai members are eligible to attend at "Member Rate"; Employees who work at AmCham Shanghai member companies are eligible to attend at "Employee Rate"; Non-members are eligible to attend at "Non-Member Rate".
• Limited spaces are available and attendance will be given on a first-come, first-served basis.

• Cancellation: If you need to cancel your registration, please notify Cynthia Xia at (86 21) 6169 3016 or email Cynthia.Xia@amcham-shanghai.org at least three days prior to the session for a full refund. Cancellation made within three days before the session will charge 20% of the training fee.