Introduction
Six Sigma Green Belt certification
()
Green Belt certification: Study planning
()
1. Certified Six Sigma Green Belt
Levels or belts in Six Sigma and Lean Six Sigma
()
Six Sigma and Lean Six Sigma certification organizations
()
Certified Six Sigma Green Belt Body of Knowledge
()
Road map to certified Six Sigma Green Belt examinations
()
2. Overview of Lean Six Sigma
The evolution of Six Sigma and its quality gurus
()
Lean concepts
()
Design for Six Sigma methodologies
()
3. Define in DMAIC
Project identification in Lean Six Sigma
()
Benchmarking to set standards in DMAIC
()
Customer requirements in DMAIC projects
()
Project management basics for DMAIC
()
Using management and planning tools in Six Sigma projects
()
Team evolution and dynamics in Six Sigma projects
()
RACI matrix and team roles in Lean Six Sigma projects
()
Brainstorming, nominal group technique, and multivoting
()
Process performance metrics in Lean Six Sigma
()
4. Measure in DMAIC
Process analysis and documentation
()
Basic probability concepts
()
Central limit theorem
()
Statistical distributions for Six Sigma analysis
()
Types of data and measurement scales
()
Sampling and data collection methods
()
Descriptive statistics for Six Sigma
()
Visualizing data: Charts and plots for Six Sigma analysis
()
Measurement system analysis (MSA)
()
Process capability indices
()
5. Analyze in DMAIC
Multivariate studies in Six Sigma
()
Correlation and linear regression
()
Sample sizes for hypothesis tests
()
Confidence intervals
()
Student’s t-test
()
Paired t-test
()
ANOVA: Analysis of variance
()
F-test
()
Chi-square test
()
Root cause analysis tools
()
6. Improve in DMAIC
Design of experiments (DOE) terms
()
DOE graphs and plots
()
Lean tools
()
Cycle time reduction techniques
()
Kaizen and kaizen blitz
()
7. Control in DMAIC
Statistical process control (SPC) basics
()
Rational subgrouping in SPC
()
Control charts in SPC
()
Sustaining improvements in Lean Six Sigma
()
Plan, do, check, act (PDCA)
()
Total productive maintenance (TPM)
()
Visual factory tools for sustaining process control
()
Conclusion
Application process for Green Belt certification
()
Resources for the Six Sigma Green Belt certification exam
()
Using AI to prep for the Six Sigma Green Belt certification exam
()
Prepare for and pass the Certified Six Sigma Green Belt exam
()
Conclusion and next steps
()
Ex_Files_Six_Sigma_Green_Belt.zip
(3.6 MB)