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Black Belt - Topics

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General

  1. Quality Tools
  2. Lean
  3. Value Stream Mapping
  4. Five S
  5. Six Sigma
  6. Belt Levels

Define Phase

  1. Brain Storming
  2. VOB-VOC-COPQ
  3. Critical To Quality (CTQ)
  4. Pareto Charts 1
  5. Quality Function Deployment (QFD)
  6. Kano Model
  7. Problems Priority Matrix
  8. Project Charter 
  9. S I P O C

Measure Phase

  1. Data Types
  2. Data Collection Plan
  3. Pareto Charts 2
  4. Normal Distribution
  5. Bias
  6. Repeatability and Reproducibility (R & R)
  7. Gage R & R
  8. Attribute Agreement Analysis (AAA)
  9. Kappa Analysis
  10. Limits
  11. Performance Indices
  12. Performance Levels (Z)
  13. Yield Performance
  14. Overall Equipment Effectiveness (OEE)

Analyze Phase

  1. Nominal Group Technique (NGT)
  2. Six Hat Thinking
  3. Multivoting
  4. Benchmarking
  5. Pugh Matrix
  6. Project Priority Matrix
  7. Impact Control Matrix
  8. Failure Mode Effects Analysis (FMEA)
  9. Design of Experiments (DOE)
  10. Pilot Implementation
  11. Full Scale Implementation
  12. Force Field Analysis (FFA)

Improve Phase

  1. Cause and Effect Diagram
  2. Cause and Effect Matrix
  3. Relative Important Index (RII)
  4. Sampling Techniques
  5. Sample Size Calculations
  6. Types of Error
  7. Central Limit Theorem (CLT)
  8. Why Why Analysis
  9. One and  Two Sample Proportion Tests
  10. Chi square Test
  11. One and Two Sample Mean Tests
  12. ANOVA Test
  13. Scatter Diagram, Correlation and Regression

Control Phase

  1. Control Charts for Attributes
  2. Control Charts for Numerical
  3. Single Minute Exchange of Dies (SMED)
  4. Poka-Yoke
  5. Kanban
  6. Kaizen
  7. Documentation
  8. Project Handover
  9. Project Celebration
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