Six Sigma: Analyse, Improve, Control

所在平台: EdxArchive

课程类别: 其他类别

大学或机构: TUMx

授课老师: Martin Grunow Holly Ott

课程主页: https://www.edx.org/archive/six-sigma-analyse-improve-control-tumx-qpls2x

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课程简介

Learn how to statistically analyse process data to determine the root cause for process problems and propose solutions and to implement quality management tools, such as FMEA, 8D and the 5 Whys.

课程大纲

  • To identify process problems and perform a root cause analysis.
  • To analyse data using inferential statistical techniques.
  • How to test and quantitatively assess the impact of different improvement options.
  • Implement control mechanisms for long-term monitoring.
  • To Apply the Six Sigma methodology for the Analyse, Improve and Control phases in your work or research.

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课程详情

Learn how to analyse data with the Six Sigma methodology using inferential statistical techniques to determine confidence intervals and to test hypotheses based on sample data. You will also review cause and effect techniques for root cause analysis.

You will learn how to perform correlation and regression analyses in order to confirm the root cause and understand how to improve your process and plan designed experiments.

You will learn how to implement statistical process control using control charts and quality management tools, including the 8 Disciplines and Failure Modes and Effects Analysis to reduce risk and manage process deviations.

To complement the lectures, learners are provided with interactive exercises, which allow learners to see the statistics "in action." Learners then master the statistical concepts by completing practice problems. These are then reinforced using interactive case-studies, which illustrate the application of the statistics in quality improvement situations.

Upon successful completion of this program, learners will earn the Technical University of Munich Lean Six Sigma Yellow Belt Certification, confirming mastery of the fundamentals of Lean Six Sigma to a Yellow Belt level, based on the American Society of Quality's Body of Knowledge for the Certified Six Sigma Yellow Belt. 

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