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LinkedIn Learning

Six Sigma: Green Belt

via LinkedIn Learning

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Overview

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Learn what you need to operate as a Six Sigma Green Belt. This course covers measurement system analysis, descriptive statistics, hypothesis testing, experiment design, and more.

Syllabus

Introduction
  • Getting things done right the first time
  • What you should know
  • Certification information
  • Six Sigma and the organization
  • The impact of AI on Six Sigma
1. Define Phase
  • Project identification
  • Collecting VOC (voice of the customer)
  • Project management basics
2. Measure Phase
  • Types of process maps
  • Sampling in data collection
  • Descriptive statistics
  • Graphical displays of variation
  • Measurement system analysis (MSA)
  • Process performance measures
3. Analyze Phase
  • Hypothesis testing basics
  • Hypothesis testing protocol
  • Tests for means
  • Tests for variances
  • Tests for proportions
  • Test for independence
  • Correlation and linear regression
4. Improve Phase
  • Introduction to design of experiments
  • Introduction to design for Six Sigma
  • Use of selection matrices
  • How to use failure modes and effects analysis
5. Control Phase
  • Statistical process control charts
  • SPC charts for variables
  • SPC charts for attributes
  • How to develop control plans
Conclusion
  • Leading Six Sigma Green Belt projects
  • Next steps

Taught by

Richard Chua

Reviews

4.7 rating at LinkedIn Learning based on 16241 ratings

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