Six Sigma Tutorial -> Six Sigma Black Belt Training CBT Modules Course Work Outline

Six Sigma Black Belt Computer Based Training Course Outline Week Two

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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