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Six Sigma: Black Belt

via LinkedIn Learning

Overview

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.

Demonstrate your mastery of Six Sigma principles, philosophies, and related tools by becoming a Certified Six Sigma Black Belt. Black Belts operate under Master Black Belts to apply Six Sigma methodology to specific projects. They devote all of their valued time to Six Sigma. In this course, operational excellence expert, master Black Belt trainer, and professor Dr. Richard Chua explains how to use Six Sigma and its quality and statistical tools as he prepares you to become a Black Belt.

Dr. Richard Chua builds upon his Six Sigma: Green Belt, Six Sigma Foundations, and Learning Minitab courses—which are prerequisites to this course—and covers an array of topics, including measurement system analysis, hypothesis testing, response surface methods, displaying improved process capabilities, and more.

Syllabus

Introduction
  • Welcome
  • What you should know/road map
  • Certification information
  • Exercise files
1. Define Phase
  • Overview of the Define phase
2. Measure Phase
  • Overview of the Measure phase
  • Process flow metrics
  • Sample sizes
  • Key terms for measurement system analysis (MSA) for continuous data
  • Conduct measurement system analysis (MSA) for continuous data
  • Measurement system analysis (MSA) for attributes
  • Process capability for continuous data
3. Analyze Phase
  • Overview of the Analyze phase
  • Hypothesis testing road map
  • Sample size determination
  • Confidence intervals
  • Test for normality
  • Compare variances
  • T-tests
  • ANOVA
  • Contingency tables
  • Nonparametric tests
  • Correlation
  • Linear regression
  • Multiple regression
4. Improve Phase
  • Overview of the Improve phase
  • Two-level fractional factorial experiments
  • Full-factorial experiments
  • DOE with curvature
  • Response surface methods
5. Control Phase
  • Overview of the Control phase
  • SPC chart selection
  • SPC chart analysis
  • Display improved process capability
Conclusion
  • Next steps

Taught by

Richard Chua

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