Course Number 002 - Statistical Process Control I/Six Sigma: Green Belt Training
To develop the skills in becoming a Certified Six Sigma Green Belt, this 10-week course
is essential for the student needing a familiarization or refresher course in
statistics. The course presentation of decision-making tools in statistics
lays the groundwork for a successful career.
TOPICS include:
Course
Outline and Homework Assignments
Week 1 -
Topics:
Data types
and collection, Histograms, The Normal Curve and statistics: Average, Range,
Standard Deviation.
Statistical
Process Control and Quality Improvement - Read chapter 3
Homework
Due week 2: 3-16, 3-31
Week 2 -
Topics:
Process
Capability, The Normal Distribution, Testing for Normality, Cp and Cpk
measurements.
Statistical
Process Control and Quality Improvement - Read chapter 5 pages 158 – 184 and
chapter 6 pages 229-255
Homework
Due week 3: 5-14, 5-16 and 6-6
Week 3 -
Topics:
Construction
of Average and Range Control Charts.
Statistical
Process Control and Quality Improvement - Read chapter 6 pages 189 - 229
Homework
Due week 4: 6-17, 6-19
Week 4 -
Topics:
Interpretation of control charts. Analysis of trends. Patterns in Zones.
Relation to Process Capability. Nominal Control Charts
Statistical
Process Control and Quality Improvement - Read chapter 10
Homework
Due week 5: 10 –1 through 17
Week 5 -
Topics:
Individual
and Moving Range charts. Moving Average and Moving Range charts. Median and
Range Charts.
Statistical
Process Control and Quality Improvement - Read chapters 7 and 8
Homework
Due week 6: 7-7 and 8-7
Week 6 -
Topics:
Attribute
charts based on percent or fraction defective. P and NP charts. The Binomial
Distribution
Statistical
Process Control and Quality Improvement - Read chapter 9, pages 361-379
Homework
due week 7: 9-1, 9-2
Week 7 -
Topics:
Attribute
charts based on counted data. C and u charts. The Poisson Distribution
Statistical
Process Control and Quality Improvement - Read chapter 9, pages 361-387
Homework
due week 8: 9-3, 9-4
Week 8 -
Topics:
Measurement
System Evaluations (Gage R&R), Cumulative Sum Control Charts, Acceptance
Control Charts
Statistical
Process Control and Quality Improvement - Read chapter 12
Homework
due week 9: 12-1, 12-2
Week 9 -
Topics: Course Review
Statistical
Process Control and Quality Improvement - All assigned chapters
Homework
due week 10: Take Home Final Exam
Week 10 -
Topics: Final Exam
All Assigned
Chapters
|
3.0 Continuing Education Units |
Fees: |
ASQ Members $525 |
|
Recognition: Chicago Section Certificate By
Examination |
Non-Members $660 |
Please email
about classes, registration, or any other questions or concerns you may have.
|