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Lean Six Sigma Curriculum
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Define Phase
Overview of Six Sigma
Six Sigma Fundamentals
Lean Six Sigma Projects
Lean Fundamentals
Define Phase Test
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Measure Phase
Process Definition
Six Sigma Statistics
Measurement Systems
Process Capability
Measure Phase Test
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Analyze Phase
Patterns of Variation
Inferential Statistics
Hypothesis Testing
Hyp. Tests Normal
Hyp. Tests Non-Normal
Analyze Phase Test
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Improve Phase
Simple Linear Regression
Multiple Regression
Design of Experiment
Full Factorial DOE
Fractional Factorial DOE
Improve Phase Test
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Control Phase
Statistical Process Control
Six Sigma Control Plans
Lean Controls
Control Phase TestCertification Exam
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DEFINE PHASE
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Overview of Six Sigma
What is Six Sigma
Six Sigma History
Six Sigma Approach Y = f(x)
Six Sigma Methodology
Roles & Responsibilities -
Six Sigma Fundamentals
Defining a Process
VOC & CTQ's
QFD
Cost of Poor Quality
Pareto Analysis (80:20 rule) -
Lean Six Sigma Projects
Six Sigma Metrics
Rolled Throughput Yield
Business Case & Charter
Project Team Selection
Project Risk Management
Project Planning -
Lean Fundamentals
Lean and Six Sigma
History of Lean
Seven Deadly Muda
Five-S (5S)
Define Phase Test
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MEASURE PHASE
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Process Definition
Cause & Effect Diagram
Cause & Effect Matrix
Process Mapping
FMEA
Theory of Constraints -
Six Sigma Statistics
Basic Statistics
Descriptive Statistics
Distributions & Normality
Graphical Analysis -
MSA
Precision & Accuracy
Bias, Linearity & Stability
Gage R&R
Variable & Attribute MSA -
Process Capability
Capability Analysis
Concept of Stability
Attribute vs Discrete
Monitoring Techniques
Measure Phase Test
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ANALYZE PHASE
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Patterns of Variation
Multi-Vari Analysis
Classes of Distributions -
Inferential Statistics
Understanding Inference
Sampling Techniques
Sample Size
Central Limit Theorem -
Hypothesis Testing
Hypothesis Testing
Statistical Significance
Risk; Alpha & Beta
Types of Hypothesis Tests -
Hyp. Tests Normal
1-sample t-test
2-Sample t-test
Paired t-test
1-sample variance
One Way ANOVA -
Hyp. Tests Non-Normal
Mann-Whitney
Moods Median
Kruskal-Wallis / Friedman
1 Sample Sign & Wilcoxon
1 & 2 Sample Proportions
Chi-Squared
Test of Equal Variances
Analyze Phase Test
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IMPROVE PHASE
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Simple Linear Reg.
Correlation
X-Y Diagram
Regression Equations
Residuals Analysis -
Multiple Regression
Non-Linear Reg.
Multiple Linear Reg.
Confidence Intervals
Residuals Analysis
Box-Cox Transformation
Stepwise Regression
Logistic Regression -
Design of Experiment
Experiment Objectives
Experimental Methods
DOE Design Considerations -
Full Factorial DOE
2k Full Factorial Designs
Linear & Quadratic Models
Orthogonal Designs
Fit, Model & Center Points -
Fractional Factorial DOE
Fractional Designs
Confounding Effects
Experimental Resolution
Improve Phase Test
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CONTROL PHASE
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SPC
Data Collection for SPC
Individuals Charts
Xbar Charts
Proportions Charts
CumSum, EWMA Charts
Control Chart Anatomy
Subgroups & Sampling
Control Limits -
Lean Controls
Control Methods for 5S
Kanban
Poka-Yoke -
Six Sigma Control Plans
Cost Benefit Analysis
Control Plan Elements
Response Plan Elements
Control Phase Test -
Certification Exam
Lean Six Sigma PowerPoint Packages
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Lean Six Sigma Certification Course
Certification Exam Included
Lean Six Sigma Certification Exam
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Lean Six Sigma Certification
Directory Listing & Serial Number
eBook
Training Slides
Quick Ref. Guide
Tools & Templates
Roadmaps
How-to Articles | Lifetime Access | Glossary
