Table of Content
1. Six Sigma and Organizational Goals
- History and Evolution of Six Sigma
- Introduction to Six Sigma
- Characteristics of Six Sigma
- Improvement Process and Transfer Function
- Contributions to Six Sigma
- Six Sigma Projects
- Six Sigma Business Processes
- Organizational Drivers
- Organizational Metrics and Process Improvement
2. Lean Principles and Six Sigma Projects
- Introduction to Lean Principles
- Lean Principles and Concepts
- Application of Lean Six Sigma
- Theory of Constraints (TOC)
- Valuable and Non-Valuable Activities
- Value Stream Mapping
3. Design for Six Sigma and FMEA
- Design for Six Sigma (DFSS)
- DFSS and Six Sigma Methodology
- DFSS Methodologies
- Failure Modes and Effects and Analysis (FMEA)
- Risk Priority Number (RPN)
- Design FMEA and Process FMEA
DEFINE PHASE
4. Six Sigma - Project Identification
- Six Sigma Project and Methodology
- Six Sigma Benchmarking
- Components of a Process
- Input and Output - Process Variables
- Project Stakeholder in Six Sigma
5. Voice of the Customer in Six Sigma
- Voice of the Business and Voice of the Customer
- Process of Collecting Customer Data
- Effective Data Collection Techniques
- Customer Requirements and QFD
- House of Quality (HOQ)
- HOQ Matrix
6. Six Sigma and Project Management
- Six Sigma - Project Charter
- Six Sigma - Project Scope
- Project Metrics - Six Sigma
- Project Planning Tools
- Project Documentation in Six Sigma
- Project Risk Analysis
7. Six Sigma Management and Planning Tools
- Affinity Diagrams
- Interrelationship Digraph
- Tree Diagram
- Prioritization Matrices
- Matrix Diagrams
- Process Decision Program Charts (PDPC)
- Activity Network Diagrams
8. Six Sigma Performance Metrics
- Performance Metrics
- Defects Per Unit (DPU)
- Defects Per Million Opportunity (DPMO)
- Rolled Throughput Yield (RTY)
- Process Capability Indices
- Cost of Poor Quality (COPQ)
9. Project Team Dynamics and Performance
- Six Sigma Teams
- Roles and Responsibilities of Six Sigma Team
- Six Sigma Team - Roles and Responsibilities
- Challenges of a Team
- Tools of Six Sigma
- Team Communication in Six Sigma
MEASURE PHASE
10. Process Analysis and Documentation
- Measuring Processes
- Process Mapping
- Process of Documentation
11. Probability and Statistical Distribution
- Probability and Events
- Rules of Addition and Multiplication
- Permutation and Combinations
- Statistical Distributions
- Binomial and Poisson Distribution
12. Data Classification, Sampling and Collection
- Data Types and Measurement
- Data Sampling Methods
- Six Sigma Data Collection Methods
- Strategies of Data Collection
13. Statistical and Graphical Presentation
- Fundamentals of Statistics
- Measures of Central Tendency and Dispersion
- Frequency Distribution
- Graphical Methods
14. Measurement System Analysis
- Measurement System Analysis
- Precision in Measurement Systems
- Measurement Accuracy – Bias Study
- Measurement Accuracy – Linearity Study
- Percent Agreement
15. Performance and Process Capability Measurement
- Measuring Process Performance
- Process Capability Studies
- Indices of Process Capability and Performance
- Long-term Capability and Sigma Level
ANALYZE PHASE
16. Six Sigma - Hypothesis Tests for Variances and Proportions
- Paired Comparison T-Test
- Test for Variance
- Hypothesis Tests for Proportions
- ANOVA
- Chi-square Test
17. Six Sigma - Hypothesis Testing and Tests for Means
- Introduction to Hypothesis Testing
- Confidence Interval and Error Types
- Power and Sample Sizes
- Process - Hypothesis Testing
- One Sample Tests for Means
- Two-sample t-test for Means (Pooled)
18. Six Sigma - Multi-vari Studies, Correlation, and Linear Regression
- Multi – Variation Analysis
- Variation in Six Sigma
- Correlation and Correlation Coefficient
- Causation and Statistical Significance
- Linear Regression
IMPROVE PHASE
19. Six Sigma - Root Cause Analysis and Waste Elimination
- Root Cause Analysis
- Waste Reduction
- Tools of Waste Reduction
20. Design of Experiments
- Introduction to Design of Experiments
- Important Concepts in DOE
- Types of Effects
21. Six Sigma - Cycle Time Reduction and Kaizen Blitz
- Cycle Time Reduction
- Methods of Cycle Time Reduction
- Kaizen and Kaizen Blitz
CONTROL PHASE
22. Six Sigma - Control Charts
- Key Elements and Types of Control Charts
- Handling Control Charts
- Standard Control Charting Process
- Variable Data and Control Charts
- Attributes of Data and Control Charts
23. Six Sigma - Lean Tools for Process Control
- Total Productive Maintenance(TPM)
- Visual Factory
- Process of Applying Control Tools in Service
24. Six Sigma - Statistical Process Control and Control Plans
- Introduction to Statistical Process Control (SPC)
- Control Charts and Variations
- Selecting Variables for SPC
- Rational Subgrouping
- Developing and Implementing Control Plan
Apply for Certification
https://www.vskills.in/certification/quality/certified-six-sigma-green-belt-professional