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Reference: http://asq.org/cert/six-sigma-black-belt
ASQ CSSBB Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Process Optimization | 20% | - Process control and SPC - Root cause analysis and corrective action - Design of Experiments (DOE) - Process capability analysis (Cp, Cpk, Pp, Ppk) - Cycle time reduction - Measurement system analysis (MSA/Gage R&R) - Lean tools and waste elimination - Statistical process control charts (X-bar, R, S, I-MR, p, np, c, u) - Value stream mapping |
| Topic 2: Management and Leadership | 17% | - Risk assessment and management - Team leadership and conflict resolution - Communication and presentation skills - Coaching and mentoring - Performance metrics and balanced scorecard |
| Topic 3: Enterprise-wide Deployment | 6% | - Systems and change management - Team formation and training - Organization objectives and deployment planning - Team performance evaluation |
| Topic 4: DMAIC | 25% | - Control: control plans, SPC, feedback monitoring - Define: VOC, VOB, project charter, SIPOC - Improve: DOE, response surface methodology, optimization - Analyze: hypothesis testing, ANOVA, regression, chi-square - Measure: data collection, descriptive statistics, graphical analysis |
| Topic 5: DFSS (Design for Six Sigma) | 12% | - QFD (Quality Function Deployment) - Design for reliability and FMEA - IDDOV (Identify, Define, Design, Optimize, Verify) - Design for manufacturability |
| Topic 6: Statistical Analysis | 20% | - Descriptive statistics (mean, median, mode, std dev, variance) - Hypothesis testing (t-test, F-test, chi-square test) - Analysis of variance (ANOVA) - Probability distributions (Normal, Binomial, Poisson, Exponential) - Inferential statistics and confidence intervals - Non-parametric tests - Correlation and regression analysis |
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