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
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Introduction
- Welcome
- What you should know/road map
- Certification information
- Exercise files
- Overview of the Define phase
- Overview of the Measure phase
- Process flow metrics
- Sample sizes
- Key terms for measurement system analysis (MSA) for continuous data
- Conduct measurement system analysis (MSA) for continuous data
- Measurement system analysis (MSA) for attributes
- Process capability for continuous data
- Overview of the Analyze phase
- Hypothesis testing road map
- Sample size determination
- Confidence intervals
- Test for normality
- Compare variances
- T-tests
- ANOVA
- Contingency tables
- Nonparametric tests
- Correlation
- Linear regression
- Multiple regression
- Overview of the Improve phase
- Two-level fractional factorial experiments
- Full-factorial experiments
- DOE with curvature
- Response surface methods
- Overview of the Control phase
- SPC chart selection
- SPC chart analysis
- Display improved process capability
- Next steps
