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Six Sigma Tutorial
-> Six Sigma Black Belt Training CBT Modules Course Work Outline
Six Sigma Black Belt Computer Based Training Course Outline Week Two
Week 2
I. Process Mapping
1. The Basics of Process Mapping
2. Creating the As-Is Process Map
3. Analyzing the As-Is Process Map
a. Value-Added Analysis
b. Streamlining
c. Reduction of Cycle Time, Distance
Traveled, Number of Steps
d. Identification of Breakdown
Opportunities
4. Creating the Should-Be Process Map
5. The Process Mapping Scorecard
J. Statistical Population Tests
1. Basic Concepts and Terms
2. Statistical Risks
3. One- and Two-Tail Tests
4. Inference Test Decision Trees
5. Z Test on 2 Means
6. t Tests on 2 Means
7.
c2
Test on 2 Variances
8. F test on 2 Variances
9.
c2
Goodness of Fit Test
10. Tests on Multiple (>= 3) Means and Variances
a. ANOVA
b. ANOM
c. Bartlett's
11. Tests on Proportions
12. Determining Sample Size
13. Non-Parametric Tests
14. Examples and Exercises
K. Introduction to Design of Experiments
1. Basic Experimental Design and Analysis
a. Orthogonal Arrays and Fractional
Factorials
b. Main Effects and Interactions
c. Level Averages and Response Graphs
d. Confounding
e. Mixed-Level Designs
2. Intermediate Design and Analysis
a. Other Design Considerations
(Blocking, Replications, Randomization, Centerpoints, etc.)
b. 2-way and 3-way Designs
c. Analysis of Variance (ANOVA)
d. Signal-to-Noise Ratios (Static)
e. Parameter Design and Robustness
f. Variation Reduction and Centering
of the Mean
g. Control and Tuning Factors
h. The Dynamic Case Signal-to-Noise
Ratios
i. Introduction to Mixture Designs
j. Application of the Quality Loss
Function in Tolerance Design
The Black Belt Course Outline
Week One
The Black Belt Course Outline
Week Two
The Black Belt Course Outline
Week Three
The Black Belt Course Outline
Week Four
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