Lean Six Sigma Green Belt 2020

MOOC - Lean Six Sigma Green Belt

Level IV – Creating Capable Processes

The Unit \'Creating Capable Processes\' focuses on reducing variation in a stable process with the objective to create a process capable of meeting customer requirements. This Unit reviews the application of Six Sigma and statistical tools used to assure a valid and reliable performance measurement system, to collect data and to analyze the performance of processes. Six Sigma focuses on quality breakthrough improvement projects. All Level IV Learning Elements and Performance Criteria follow the DMAIC structure.


Distributions:

The Learning Element ‘Distributions’ reviews a number of continuous and discrete distributions. The element also reviews the central limit theorem and a number of probability concepts.

LSSGB.U7.E2.PC1
Interpret Probability Density Functions and Cumulative Distribution Functions. Interpret continuous distributions: Normal, Weibull, Student’s t, Chi square and F distributions. Interpret normality test (Anderson-Darling; Skewness and Kurtosis). Bloom: Understand
LSSGB.U7.E2.PC2
Interpret discrete distributions: Poisson, Binomial. Understand the central limit theorem. Bloom: Understand
LSSGB.U7.E2.PC3
Interpret non-normal data and Box-Cox or Johnson transformation. Bloom: Understand