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Six Sigma: Black Belt

via LinkedIn Learning

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Overview

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Get the training needed to operate as a Six Sigma Black Belt. This course goes beyond the Six Sigma: Green Belt course, covering statistics and other advanced project tools.

Syllabus

Introduction
  • Welcome to Six Sigma: Black Belt
  • The Six Sigma roadmap
  • Six Sigma certification information
  • Exercise files
1. Define Phase
  • Overview of the Six Sigma Define phase
2. Measure Phase
  • Overview of the Six Sigma Measure phase
  • Process flow metrics
  • Six Sigma data sample sizes
  • Key terms for measurement system
  • Conduct measurement system analysis
  • Measurement system analysis (MSA)
  • Process capability for continuous data
3. Analyze Phase
  • Overview of the Six Sigma Analyze phase
  • Hypothesis testing roadmap
  • Sample size determination
  • Confidence intervals
  • Test for normality
  • Compare variances
  • T-tests
  • ANOVA test
  • Contingency tables
  • Nonparametric tests
  • Correlation in Six Sigma projects
  • Linear regression
  • Multiple regression
4. Improve Phase
  • Overview of the Six Sigma Improve phase
  • Two-level fractional factorial experiments
  • Full factorial experiments
  • DOE with curvature
  • Response surface methods
5. Control Phase
  • Overview of the Six Sigma Control phase
  • SPC chart selection
  • SPC chart analysis
  • Display improved process capability
Conclusion
  • Next steps

Taught by

Richard Chua

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4.8 rating at LinkedIn Learning based on 2384 ratings

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