Course Content:
Lean Six Sigma Overview:
Review Lean Six Sigma
DMAIC Model
Black Belt Roles and Responsibilities
Lean Six Sigma Leadership:
Stakeholder Management
Tollgate Reviews
Leading Teams
Change Management
Project Selection Strategies
Measure Phase:
Introduction to SPC XL software
Measurement Systems Analysis
Sampling Strategies and Calculations
Process Capability; DPMO Calculations
Rolled Throughput Yield
Charts: Histogram, Pareto, Box Plot and Scatter Plot
Lean Metrics
Analyze Phase:
Generating Root Cause Hypothesis
Validating Hypothesis
Scientific Method and P-Values
Statistical Testing: T-Tests, ANOVA
Statistical Testing: Proportion Tests, Chi-Square
Statistical Testing: Correlation and Regression
Improve Phase:
Lean Solution Concepts
Design of Experiments (DOE)
Failure Modes and Effects Analysis (FMEA)
Capturing Improvement Data
Control Phase:
Statistical Process Control
Control Charts: C Chart, P Chart, X-bar & R Chart
Project Communication and Replication
Black Belt Test