Six Sigma: Black Belt

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.

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