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Udemy

Advanced Lean Six Sigma: Practical Data Analysis with Excel

via Udemy

Overview

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Apply DMAIC and statistical tools to real projects, analyze data in Excel and improve processes without complex software

What you'll learn:
  • Apply advanced Lean Six Sigma tools in real-world projects, not just theory
  • Analyze process data using Excel without complex statistical software
  • Interpret statistical results with confidence without memorizing formulas
  • Measure and improve process performance using key metrics like DPU, DPMO, and Yield
  • Use control charts to monitor variation and maintain process stability
  • Validate improvements using hypothesis testing (T-tests, ANOVA, confidence intervals)
  • Identify relationships in data using regression, correlation, and trend analysis
  • Complete a hands-on Lean Six Sigma project to reinforce practical application

Master Advanced Lean Six Sigma by applying tools to real projects — not just learning theory.

This course is designed for professionals who already understand the basics of Lean Six Sigma but struggle to apply statistical tools and analyze real data in practice. Instead of focusing on complex formulas or specialized software, you will learn how to use Excel to perform analysis, interpret results, and drive process improvement with confidence.


You will go beyond concepts and learn how to actually use Lean Six Sigma tools in real-world situations. Each topic is explained in a practical, step-by-step way, so you can focus on making decisions and improving processes rather than memorizing calculations.


What makes this course different:

- Practical, real-world focus — apply tools in real projects, not just theory

- Excel-based analysis — no need for complex statistical software

- No memorization of formulas — focus on understanding and interpretation

- Step-by-step explanations of advanced statistical concepts

- Hands-on project to reinforce learning and build confidence


Throughout the course, you will work with key Lean Six Sigma tools and techniques, including process performance metrics, control charts, hypothesis testing, and regression analysis. You will learn how to analyze data, identify trends, validate improvements, and maintain process stability.


By the end of this course, you will be able to confidently apply advanced Lean Six Sigma tools using Excel, interpret statistical results, and improve processes in real-world environments.


If you already have a basic understanding of Lean Six Sigma and want to move from theory to practical application, this course will give you the skills to do it effectively.


Syllabus

  • Introduction
  • Introduction
  • 3 Measurement System Analysis
  • 4 Baseline and Process Performance
  • 5 Statistical Process Control
  • 6 Baseline - Continuous Data
  • 7 Hypothesis testing
  • 8 Linear Regression
  • 9 Project
  • KPI Explained
  • Final Word
  • Additional Free Materials and Courses

Taught by

HK School of Management - LSP

Reviews

4.4 rating at Udemy based on 547 ratings

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