Six Sigma Tools for Analyze

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Six Sigma Tools for Analyze

Coursera (CC)
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Opleiderscore: starstarstarstar_halfstar_border 7,2 Coursera (CC) heeft een gemiddelde beoordeling van 7,2 (uit 6 ervaringen)

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Beschrijving

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 will cover the Measure phase and portions of the Analyze phase of the Six Sigma DMAIC (Define, Measure, Analyze, Improve, and Control) process. You will learn about lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R), and you will be introduced to basic statistics. This course will outline useful measure and analysis phase tools and will give you an overview of statistics as they are related to the Six Sigma process. The statistics module will provide you with an overview of the concepts and you will be given multiple example problems to see how to a…

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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 will cover the Measure phase and portions of the Analyze phase of the Six Sigma DMAIC (Define, Measure, Analyze, Improve, and Control) process. You will learn about lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R), and you will be introduced to basic statistics. This course will outline useful measure and analysis phase tools and will give you an overview of statistics as they are related to the Six Sigma process. The statistics module will provide you with an overview of the concepts and you will be given multiple example problems to see how to apply these concepts. Every module will include readings, discussions, lecture videos, and quizzes to help make sure you understand the material and concepts that are studied. Our applied curriculum is built around the latest handbook The Certified Six Sigma Handbook (2nd edition) and students will develop /learn the fundamentals of Six Sigma. Registration includes online access to course content, projects, and resources but does not include the companion text The Certified Six Sigma 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:  David Cook, PhD, Assistant Professor of Mechanical Engineering Technology

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

    Department of Systems and Industrial Engineering
  • Taught by:  Bill Bailey, PhD, Assistant Professor of Industrial Engineering

    Department of Systems and Industrial Engineering
Basic Info Course 3 of 4 in the Six Sigma Yellow Belt Specialization Level Beginner Language English Hardware Req Required Companion text: The Certified Six Sigma Yellow Belt Handbook (2nd edition) How To Pass Pass all graded assignments to complete the course. User Ratings 4.5 stars Average User Rating 4.5See what learners said Coursework

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

Help from your peers

Connect with thousands of other learners and debate ideas, discuss course material, and get help mastering concepts.

Certificates

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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


Measurement System Analysis



Welcome to Six Sigma Tools for Analyze! This is the third course in the Six Sigma Yellow Belt Specialization. Your team of instructors, Dr. Bill Bailey, Dr. David Cook, Dr. Christine Scherrer, and Dr. Gregory Wiles, currently work in the College of Engineering and Engineering Technology at Kennesaw State University. This module will introduce you to Measurement System Analysis (MSA) which is a key component of the Measure phase of the DMAIC process. You will also learn about Gauge Repeatability & Reproducibility (GR&R) and why it is used in the measurement phase.


2 videos, 3 readings, 1 practice quiz expand


  1. Reading: Highly-Recommended Text
  2. Reading: Measurement System Analysis - Recommended Reading
  3. Video: Measurement System Analysis Part 1
  4. Reading: Gage Repeatability & Reproducibility - Recommended Reading
  5. Video: Measurement System Analysis Part 2
  6. Practice Quiz: Measurement System Analysis Practice

Graded: Measurement System Analysis Practice Graded Quiz

WEEK 2


Process Analysis Tools



This module will introduce you to the Analysis phase of the DMAIC process. Process analysis helps you to better understand current processes and how they can be improved. You will be introduced to many of the different process analysis tools that are commonly used by Six Sigma experts. Failure Mode and Effects Analysis (FMEA) will also be introduced to help you better understand how to identify process failures.


6 videos, 4 readings, 1 practice quiz expand


  1. Video: Process Analysis Tools
  2. Reading: Eliminating Waste and 5S - Recommended Reading
  3. Video: Eliminating Waste
  4. Video: 5S
  5. Practice Quiz: Process Analysis Tools Practice
  6. Reading: FMEA Pt. 1 - Recommended Reading
  7. Video: FMEA Part 1
  8. Reading: FMEA Pt. 2 - Recommended Reading
  9. Video: FMEA Part 2
  10. Reading: FMEA Gift - Recommended Reading
  11. Video: FMEA Part 3
  12. Discussion Prompt: FMEA Discussion

Graded: Process Analysis Tools

WEEK 3


Root Cause Analysis



Root cause analysis is a common problem solving step. Determining the root cause of something is an important aspect of uncovering the causes of a problem. In this module you will review the different tools used in determining root cause including 5-whys, process mapping, force-field analysis, and matrix charts.


5 videos, 4 readings, 1 practice quiz expand


  1. Video: Root Cause Analysis
  2. Reading: 5 Whys - Recommended Reading
  3. Video: 5 Whys
  4. Reading: Process Mapping - Recommended Reading
  5. Video: Process Mapping
  6. Reading: Force Field Analysis - Recommended Reading
  7. Video: Force Field Analysis
  8. Discussion Prompt: Force Field Analysis Discussion
  9. Practice Quiz: Root Cause Analysis Practice
  10. Reading: Matrix Charts - Recommended Reading
  11. Video: Matrix Charts

Graded: Root Cause Analysis Graded Quiz

WEEK 4


Data Analysis



In this module you will be diving into the statistical side of Six Sigma. You will begin with learning about the basic distribution types which include normal and binomial. You will then proceed to variation and will learn the difference between common and special cause variation.


7 videos, 4 readings, 1 practice quiz expand


  1. Reading: Characteristics of Probability Distributions - Recommended Reading
  2. Video: Characteristics of Probability Distributions
  3. Reading: The Normal Distribution Table
  4. Video: Calculating Probabilities Using the Normal Distribution
  5. Video: Calculating Probabilities in the Normal Distribution: Example Problems
  6. Reading: The Binomial Distribution - Recommended Reading
  7. Video: The Binomial Distribution
  8. Video: Binomial Distribution Calculations
  9. Video: Binomial Distribution Calculations: Examples
  10. Reading: Common Versus Special Cause Variation - Recommended Reading
  11. Video: Common Versus Special Cause Variation
  12. Practice Quiz: Data Analysis Practice Quiz

Graded: Data Analysis Graded Quiz

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