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LSS-301
Green Belt
Advanced training with comprehensive statistical analysis using JASP and Jamovi, project leadership skills, and a real-world capstone DMAIC project. Master root cause analysis, SPC, and strategic resource optimization.
4.0 Credits (80 Hours: 40 Lecture + 40 Project)
4 Modules
Requires: Yellow Belt (LSS-201)
Modules
Module 1: The Analyze Phase (Root Cause Mastery)
- Cause-and-Effect Analysis: Mastering Fishbone Diagrams and the "5 Whys" Technique
- Risk Management (FMEA): Calculating Risk Priority Numbers (RPN) to prevent failures
- Graphical Analysis: Pareto Charts (80/20 Rule), Histograms, and Scatter Plots
Module 2: Advanced Statistical Inference
- Hypothesis Testing: Formulating Null (H₀) and Alternative (Hₐ) hypotheses
- Statistical Tools in JASP/Jamovi: T-Tests, ANOVA, Correlation & Regression
- Process Capability: Calculating Cp and Cpk to measure process "health"
Module 3: The Improve & Control Phase
- Solution Generation: Brainstorming, Multi-voting, and the Solution Selection Matrix
- Statistical Process Control (SPC): Using Control Charts (I-MR, X-bar R) to monitor stability
- Sustaining Excellence: Standard Operating Procedures (SOPs) and Control Plans
Module 4: Strategic Efficiency
- ROI of Quality: Calculating the financial impact of Sigma improvement
- Resource Optimization: Linear programming concepts for maximizing throughput
Learning Outcomes
- Lead cross-functional teams to solve chronic problems using advanced data analysis
- Apply advanced statistical methods including hypothesis testing, ANOVA, and regression
- Conduct comprehensive FMEA and root cause analysis
- Sustain gains through SPC and control plans
Assessment
Statistical Analysis Lab (JASP/Jamovi)
20%
Using real datasets to perform T-tests, ANOVA, and Correlation (Led by Dr. Naser)
FMEA & Root Cause Portfolio
20%
Designing a Failure Mode & Effects Analysis for a risky process
Final DMAIC Project (Capstone)
40%
A full project report documenting a process improvement from Define to Control phase
Comprehensive Proctored Exam
20%
Focus: Advanced Analyze, Improve, and Control phases
Passing Score: 75%