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GAQM CLSSMBB-001 Exam Syllabus Topics:

SectionObjectives
Improve Phase- Design of Experiments: principles, full/fractional factorial, response surface
- Cost-benefit analysis, solution prioritization, Pugh Matrix
Pre-Define Phase- DMAIC vs DFSS
- Enterprise vs line-of-business perspective
- Financial metrics: NPV, IRR
- Project prerequisites and prioritization matrix
Define Phase- Project charter, team dynamics, facilitation
- SIPOC/COPIS mapping
- Baseline performance, Rolled Throughput Yield, Six Sigma statistical definition
- VOC/VOB/VOP, CTQ/CTC/CTS, CTQ tree
- Kano Model, Quality Function Deployment
Measure Phase- Graphical analysis, normality testing, Weibull distribution
- Measurement Systems Analysis: Gage R&R, stability, capability (Cp, Cpk, Cpkm)
- Data types, scales, distributions, central tendency, dispersion
Organizational Roadblocks and Lean Management- Organizational roadblocks and resistance analysis
- Lean concepts: TAKT Time, Cycle Time, PCE, Lead Time, SWIP, Setup/Changeover time
- Overview of continuous improvement, Lean and Six Sigma
- Lean tools: 5S, Kaizen, SMED, Heijunka
Lean Process Improvement- Lean thinking tools and Kaizen events
- PDSA cycle, R-DMAIC-S model
- Toyota Production System, seven wastes
Control Phase- Control plan, project closure, TPM introduction
- Taguchi's Loss Function
- Variable and attribute control charts
Analyze Phase- Root cause tools: Fishbone, Pareto
- Common vs special cause variation
- Simple, multiple and curvilinear regression
- Parametric and non-parametric hypothesis testing

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