Six Sigma Black Belt
COURSE OUTLINE:
Audience
This training course is designed for business professionals with a college degree or those professionals who have significant experience in business operations. Also invited to attend are students who have completed a Green Belt program through an external vendor or through an in-house program.
1 - Lean Six Sigma Overview
- Review Lean Six Sigma
- DMAIC Model
- Black Belt Roles and Responsibilities
2 - Lean Six Sigma Leadership
- Stakeholder Management
- Tollgate Reviews
- Leading Teams
- Change Management
- Project Selection Strategies
3 - 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
4 - 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
5 - Improve Phase
- Lean Solution Concepts
- Design of Experiments (DOE)
- Failure Modes and Effects Analysis (FMEA)
- Capturing Improvement Data
6 - Control Phase
- Statistical Process Control
- Control Charts: C Chart, P Chart, X-bar & R Chart
- Project Communication and Replication