Six Sigma Advanced Analyze Phase

Methode

Six Sigma Advanced Analyze Phase

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Beschreibung

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About this course: This course is for you if you are looking to dive deeper into Six Sigma or strengthen and expand your knowledge of the basic components of green belt level of Six Sigma and Lean. Six Sigma skills are widely sought by employers both nationally and internationally. These skills have been proven to help improve business processes and performance. This course will take you deeper into the principles and tools associated with the "Analyze" phase of the DMAIC structure of Six Sigma. It is highly recommended that you complete the "Yellow Belt Specialization" and the courses "Six Sigma and the Organization (Advanced)" and "Six Sigma Advanced Design and Measure Phase" before b…

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When you enroll for courses through Coursera you get to choose for a paid plan or for a free plan

  • Free plan: No certicification and/or audit only. You will have access to all course materials except graded items.
  • Paid plan: Commit to earning a Certificate—it's a trusted, shareable way to showcase your new skills.

About this course: This course is for you if you are looking to dive deeper into Six Sigma or strengthen and expand your knowledge of the basic components of green belt level of Six Sigma and Lean. Six Sigma skills are widely sought by employers both nationally and internationally. These skills have been proven to help improve business processes and performance. This course will take you deeper into the principles and tools associated with the "Analyze" phase of the DMAIC structure of Six Sigma. It is highly recommended that you complete the "Yellow Belt Specialization" and the courses "Six Sigma and the Organization (Advanced)" and "Six Sigma Advanced Design and Measure Phase" before beginning this course. In this course, your instructors will introduce you to, and have you apply, some of the tools and metrics that are critical components of Six Sigma. This course will provide you with the advanced knowledge of hypothesis testing and design of experiments as they are associated with Six Sigma and Lean. Every module will include readings, videos, and quizzes to help make sure you understand the material and concepts that are studied. Registration includes online access to course content, projects, and resources but does not include the companion text The Certified Six Sigma Green Belt Handbook (2nd edition). The companion text is NOT required to complete the assignments. However, the text is a recognized handbook used by professionals in the field. Also, it is a highly-recommended text for those wishing to move forward in Six Sigma and eventually gain certification from professional agencies such as American Society for Quality (ASQ).

Created by:  University System of Georgia
  • Taught by:  Christina Scherrer, PhD, Professor of Industrial Engineering

    Department of Systems and Industrial Engineering
  • Taught by:  Gregory Wiles, PhD, Interim Chair and Assistant Professor

    Department of Systems and Industrial Engineering
Basic Info Course 3 of 4 in the Six Sigma Green Belt Specialization Level Intermediate Language English How To Pass Pass all graded assignments to complete the course. Coursework

Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.

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University System of Georgia The University System of Georgia is composed of 28 higher education institutions including 4 research universities, 2 regional universities, 12 state universities, 13 state colleges and the Skidaway Institute of Oceanography. The Georgia Public Library System, encompassing 61 library systems throughout Georgia, is also part of the University System.

Syllabus


WEEK 1


HYPOTHESIS TESTING
In this module, Dr. Greg Wiles will introduce you to the principle of hypothesis testing in six sigma, including the Z-test and the T-test. Dr. Bailey will also explain confidence intervals, paired comparison tests, ANOVA, and Chi-Square.


5 videos, 6 readings, 1 practice quiz expand


  1. Reading: Highly-Recommended Text
  2. Reading: Hypothesis Test Z-Test - Recommended Reading
  3. Video: Hypothesis Test Z-Test
  4. Reading: Hypothesis Test T-Test - Recommended Reading
  5. Video: Hypothesis Test T-Test
  6. Reading: Confidence Intervals - Recommended Reading
  7. Video: Confidence Intervals
  8. Reading: Paired Comparison Tests - Recommended Reading
  9. Video: Paired Comparison Tests
  10. Reading: Anova Chi-Square - Recommended Reading
  11. Video: Anova Chi-Square
  12. Practice Quiz: Hypothesis Testing Practice Quiz

Graded: Hypothesis Testing Graded Quiz

WEEK 2


Design of Experiments (DOE) - Part 1
In this module, Dr. Christina Scherrer will begin the two-module journey through "design of experiments" (DOE).


5 videos, 4 readings, 1 practice quiz expand


  1. Reading: Design of Experiments & Factors, Outcomes, Levels, and Treatments - Recommended Reading
  2. Video: Intro to Design of Experiments
  3. Video: Factors, Outcomes, Levels and Treatments
  4. Reading: Variables, Effects, Interaction, and Experimental Error - Recommended Reading
  5. Video: Variables, Effects, Interaction and Experimental Error
  6. Reading: Ways to Mitigate Experimental Error - Recommended Reading
  7. Video: Ways to Mitigate Experimental Error
  8. Reading: DOE Process - Recommended Reading
  9. Video: The DOE Process
  10. Practice Quiz: Design of Experiments- pt 1 Practice Quiz

Graded: Design of Experiments- pt 1 Graded Quiz

WEEK 3


Design of Experiments (DOE) - Part 2
In this module, Dr. Christina Scherrer will conclude the two-module journey through "design of experiments" (DOE).


5 videos, 5 readings, 1 practice quiz expand


  1. Reading: Interpreting Main Effects in DOE - Recommended Reading
  2. Video: Interpreting Main Effects
  3. Reading: Interpreting Interaction in DOE - Recommended Reading
  4. Video: Interaction Effects
  5. Reading: introduction to ANOVA - Recommended Reading
  6. Video: Introduction to ANOVA
  7. Reading: Full & Fractional Design - Recommended Reading
  8. Video: Full VS Fractional Factorial Design
  9. Reading: Summary of DOE - Recommended Reading
  10. Video: Summary of DOE
  11. Practice Quiz: Design of Experiments- pt 2 Practice Quiz

Graded: Design of Experiments- pt 2 Graded Quiz

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