Lean Six Sigma Black Belt
Week One Course Agenda
- Lean Six Sigma Overview
- Define and Measure Phase Tools
- Introduction to Minitab
- Introduction to iGrafx
- Lean Overview
- Probability Concepts
- Basic Statistics
- Documenting the Process
- Measurement Systems Evaluation (Gage R & R)
- Basic Statistics and Introduction to Process Capability
- Advanced Process Capability Concepts
- Process Simulation
- Graphical Analysis
- Project Reviews
- Program and Training Expectations
Week Two Course Agenda
- Review of Define and Measure Phase (Week 1)
- Analysis Phase Tools
- Failure Modes and Effects Analysis
- Central Limit Theorem
- Confidence Intervals
- Introduction to Hypothesis Testing
- T-Tests
- Hypothesis Testing with Discrete Data
- Power and Sample Size
- Correlation and Regression
- Logistic Regression
- Testing for Equal Variances
- Analysis of Variance (ANOVA)
- Nonparametric Statistics
- Analyze Phase Deliverables
- Project Reviews
- Week Two Exercises
Week Three Course Agenda
- Review of Analysis Phase Tools (Week 2)
- Introduction to Design of Experiments
- Full Factorial Designs
- Fractional Factorial Experiments
- Simulating Designed Experiments
- Catapult DoE
- Creating Future State Maps
- Center Points in Two-level Designs
- Project Reviews
- DoE Exercises
Week Four Course Agenda
- Review of Improve Phase Tools (Week 3)
- Response Surface Designs (Supplement)
- Analyzing Standard Deviation
- Statistical Process Control
- Husky Bracket Exercise (Lean/Flow and WIP)
- Design for Six Sigma
- Creating Acceptance Sampling Plans
- Standard Work
- Statistical Tolerancing
- Mistake Proofing
- Developing Control Plans
- Project Reviews
- Project and Completion Requirements
- Managing Change (Supplement)
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