Lean Six Sigma Black Belt Curriculum:
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Overview of Six Sigma - Six Sigma Philosophy
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Project Management
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Process Mapping
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Overview of Distributions
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Probability and Statistical Processes
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Basic Data Acquisition Techniques
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Variable Data
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Attribute Data
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Basic Analysis Tools
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Statistical Thinking
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Measurement System Assessment
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Cause and Effect Analysis and QFD
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Failure Modes and Effects Analysis (FMEA)
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Estimation and Confidence Intervals
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Hypothesis Testing
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Correlation and Simple Linear Regression
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Multiple and Polynomial Regression
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Analysis of Variance
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Introduction to Design of Experiments
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Full Factorial Designs
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Fractional Factorial Design
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Response Surface Methodology
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Statistical Process Control and Control Charts
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Reliability Testing/Assessment
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Control Plans and Poka-yoke
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Lean and its Integration with Six Sigma
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Principles of Lean
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Theory of Constraints