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Six Sigma: Green Belt

Offered By: LinkedIn Learning

Tags

Six Sigma Green Belt Courses Project Management Courses Quality Management Courses Hypothesis Testing Courses Data Collection Courses Descriptive Statistics Courses Process Improvement Courses Statistical Process Control Courses

Course Description

Overview

Learn what you need to operate as a Six Sigma Green Belt. This course covers measurement system analysis, descriptive statistics, hypothesis testing, experiment design, and more.

Syllabus

Introduction
  • Getting things done right the first time
  • What you should know
  • Certification information
  • Six Sigma and the organization
1. Define Phase
  • Project identification
  • Collecting VOC (voice of the customer)
  • Project management basics
2. Measure Phase
  • Types of process maps
  • Sampling in data collection
  • Descriptive statistics
  • Graphical displays of variation
  • Measurement system analysis (MSA)
  • Process performance measures
3. Analyze Phase
  • Hypothesis testing basics
  • Hypothesis testing protocol
  • Tests for means
  • Tests for variances
  • Tests for proportions
  • Test for independence
  • Correlation and linear regression
4. Improve Phase
  • Introduction to design of experiments
  • Introduction to design for Six Sigma
  • Use of selection matrices
  • How to use failure modes and effects analysis
5. Control Phase
  • Statistical process control charts
  • SPC charts for variables
  • SPC charts for attributes
  • How to develop control plans
Conclusion
  • Leading Six Sigma Green Belt projects

Taught by

Richard Chua

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