Description

Get the training needed to operate as a Six Sigma Black Belt. This course goes beyond the Six Sigma: Green Belt course, covering statistics and other advanced project tools.

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Syllabus

Syllabus IntroductionWelcomeWhat you should know/road mapCertification informationExercise files1. Define PhaseOverview of the Define phase2. Measure PhaseOverview of the Measure phaseProcess flow metricsSample sizesKey terms for measurement system analysis (MSA) for continuous dataConduct measurement system analysis (MSA) for continuous dataMeasurement system analysis (MSA) for attributesProcess capability for continuous data3. Analyze PhaseOverview of the Analyze phaseHypothesis testing road mapSample size determinationConfidence intervalsTest for normalityCompare variancesT-testsANOVAContingency tablesNonparametric testsCorrelationLinear regressionMultiple regression4. Improve PhaseOverview of the Improve phaseTwo-level fractional factorial experimentsFull-factorial experimentsDOE with curvatureResponse surface methods5. Control PhaseOverview of the Control phaseSPC chart selectionSPC chart analysisDisplay improved process capabilityConclusionNext steps Read more