Lean Six-Sigma Green Belt Certification Programme هذه الدورة تدرس باللغة الإنجليزية

تفاصيل الدورة

LEAN SIX SIGMA GREEN BELT AGENDA
 
Define Phase
The Basics of Six Sigma
Meanings of Six Sigma
General History of Six Sigma & Continuous Improvement
Deliverables of a Lean Six Sigma Project
The Problem Solving Strategy Y = f(x)
Voice of the Customer, Business and Employee
Six Sigma Roles & Responsibilities
The Fundamentals of Six Sigma
Defining a Process
Critical to Quality Characteristics (CTQ's)
Cost of Poor Quality (COPQ)
Pareto Analysis (80:20 rule)
Selecting Lean Six Sigma Projects
Building a Business Case & Project Charter
Developing Project Metrics
Financial Evaluation & Benefits Capture
The Lean Enterprise
Understanding Lean
The History of Lean
Lean & Six Sigma
The Seven Elements of Waste
Measure Phase
Process Definition
Cause & Effect / Fishbone Diagrams
Process Mapping, SIPOC, Value Stream Map
X-Y Diagram
Failure Modes & Effects Analysis (FMEA)
Six Sigma Statistics
Basic Statistics
Descriptive Statistics
Normal Distributions & Normality
Graphical Analysis
Measurement System Analysis
Process Capability

 
Analyze Phase
Patterns of Variation
Inferential Statistics
Hypothesis Testing
Hypothesis Testing with Normal Data
Hypothesis Testing with Non-Normal Data
Mann-Whitney
Kruskal-Wallis
Mood's Median
Friedman
1 Sample Sign
1 Sample Wilcoxon
One and Two Sample Proportion
Chi-Squared (Contingency Tables)
a. Including Tests of Equal Variance, Normality Testing and Sample Size calculation, performing tests and interpreting results.
 
Improve Phase
Simple Linear Regression
Correlation
Regression Equations
Residuals Analysis
Multiple Regression Analysis
Non- Linear Regression
Multiple Linear Regression
Confidence & Prediction Intervals
Residuals Analysis
Data Transformation, Box Cox
 
Control Phase
Lean Controls
Control Methods for 5S
Kanban
Poka-Yoke (Mistake Proofing)
Statistical Process Control (SPC)
Data Collection for SPC
I-MR Chart
Xbar-R Chart
U Chart
P Chart
NP Chart
Xbar-S Chart
CuSum Chart
EWMA Chart
Control Chart Anatomy
Six Sigma Control Plans
Cost Benefit Analysis
Elements of the Control Plan
Elements of the Response Plan
  تحديث بتاريخ 27 September, 2018