Six Sigma Tools for Analyze from Coursera

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).

What's inside

Syllabus

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.

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Designed for beginners, this course will enhance the understanding of process analysis and measurement system analysis

Current process analysis skills are strengthened by the introduction of many of the different process analysis tools that are commonly used by Six Sigma experts

Teaches FMEA to help identify process failures

Introduces root cause analysis, including 5-whys, process mapping, force-field analysis, and matrix charts

Covers statistical methods including normal and binomial distribution, variation, and common and special cause variation

Recommended text will provide additional support for Six Sigma professionals and those pursuing certification

Reviews summary

Six sigma analyze tools overview

According to learners, this course provides a solid foundation in the Measure and Analyze phases of the Six Sigma DMAIC process. Students highlight the coverage of key analytical tools like FMEA, MSA, and GR&R, finding the explanations helpful for understanding these complex topics. The course also includes a module on basic statistics, providing a necessary introduction for data analysis within Six Sigma. Learners note the course structure, which includes readings, videos, and quizzes, helps reinforce learning. The content is seen as particularly relevant for those pursuing Six Sigma certification, aligning with standard industry handbooks. Overall, it's viewed as a practical introduction to essential Six Sigma analytical techniques, although some may feel it requires further study for mastery.

Uses a standard online format with varied materials.

"The combination of readings, videos, and quizzes worked well for me."

"Each module is structured logically, progressing through the topics."

"Quizzes help reinforce understanding after lectures and readings."

Includes an overview of basic statistics for data analysis.

"The statistics module provides a necessary introduction to distributions and variation."

"Helps connect basic stats concepts to Six Sigma application."

"Good starting point for understanding the data analysis part."

Content aligns with common Six Sigma certification handbooks.

"This course aligns well with the handbook mentioned, which is used for ASQ."

"Good preparation for understanding the fundamentals needed for certification."

"Useful if you are planning on getting Six Sigma certified later."

Explains core analytical tools used in Six Sigma.

"The modules covering FMEA, MSA, and GR&R are the core of this course."

"I found the explanations of the analytical tools very clear and helpful."

"Learned a lot about essential tools for process measurement and analysis."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Six Sigma Tools for Analyze with these activities:

Read 'The Certified Six Sigma Handbook, 2nd Edition'

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Gain a comprehensive understanding of Six Sigma principles and applications.

View The Handbook of Quality Management 2e (Pb) on Amazon

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Read the book thoroughly.
Take notes and highlight key concepts.
Complete the exercises and case studies.

Review Data Analysis

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Review common data analysis techniques to build a strong foundation

Browse courses on Data Analysis

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Review concepts of descriptive statistics
Practice calculating measures of central tendency and spread
Review hypothesis testing and statistical inference

Review Process Analysis Tools

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Lean the fundamental tools used in process analysis.

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Review notes from previous courses or textbooks on process analysis tools.
Do practice problems and case studies on process analysis tools.

Eight other activities

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Watch Videos on Six Sigma Tools and Techniques

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Enhance your understanding of Six Sigma concepts through expert-led videos.

Browse courses on Six Sigma

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Find videos on Six Sigma tools and techniques.
Watch the videos and take notes.

Participate in a Six Sigma Study Group

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Connect with peers, discuss concepts, and gain diverse perspectives on Six Sigma.

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Find a study group or form one with classmates.
Meet regularly to discuss course material, case studies, and real-world applications of Six Sigma.

Develop a Measurement System Analysis Plan

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Create a plan to evaluate the accuracy and precision of measurement systems

Browse courses on Measurement System Analysis

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Review the MSA process and principles
Identify the measurement system to be analyzed
Define the acceptance criteria and tolerance limits
Select appropriate statistical methods for the analysis
Design and conduct the MSA study

Solve Statistical Problems

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Strengthen your understanding of statistics and data analysis.

Browse courses on Statistics

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Review statistical concepts such as mean, median, mode, and standard deviation.
Solve practice problems on probability, distribution, and hypothesis testing.

Conduct Failure Mode and Effects Analysis (FMEA)

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Identify potential failure modes and their causes and effects.

Browse courses on Failure Mode and Effects Analysis

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Select a process or system to analyze.
Identify potential failure modes.
Assess the risk of each failure mode.
Develop and implement mitigation plans.

Solve Root Cause Analysis Practice Problems

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Practice identifying and addressing root causes of problems

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Review root cause analysis techniques
Analyze case studies and identify root causes
Develop and implement corrective actions

Develop a Measurement System Analysis (MSA) Plan

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Design and execute a plan to assess the accuracy and reliability of a measurement system.

Browse courses on Measurement System Analysis

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Identify the measurement system to be analyzed.
Develop a plan for data collection and analysis.
Collect and analyze data.
Interpret results and make recommendations.

Write a Summary of a Six Sigma Case Study

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Reinforce your understanding by summarizing and reflecting on a real-world Six Sigma application.

Browse courses on Six Sigma

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Find a published Six Sigma case study.
Read and analyze the case study.
Write a summary that includes the problem statement, Six Sigma tools used, and results achieved.

Career center

Learners who complete Six Sigma Tools for Analyze will develop knowledge and skills that may be useful to these careers:

Quality Manager

A Quality Manager is responsible for overseeing the quality of products or services. A Quality Manager may also be involved in process improvement and problem-solving. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge would help you to identify and correct problems in your processes, which would lead to improved product or service quality.

See salaries and explore the career path for Quality Manager

Process Engineer

A Process Engineer designs and improves processes. A Process Engineer may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge would help you to identify and correct problems in your processes, which would lead to improved efficiency and quality.

See salaries and explore the career path for Process Engineer

Industrial Engineer

An Industrial Engineer designs and improves processes in manufacturing and other industries. An Industrial Engineer may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge would help you to identify and correct problems in your processes, which would lead to improved efficiency and quality.

See salaries and explore the career path for Industrial Engineer

Quality Control Inspector

A Quality Control Inspector inspects products and services to ensure that they meet quality standards. A Quality Control Inspector may also be involved in process improvement and problem-solving. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge would help you to identify and correct problems in your processes, which would lead to improved product or service quality.

See salaries and explore the career path for Quality Control Inspector

Data Analyst

A Data Analyst collects, analyzes, and interprets data. A Data Analyst may also be involved in developing and implementing data-driven solutions. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use basic statistics and data analysis techniques. This knowledge would help you to better understand and interpret data, which would lead to better decision-making.

See salaries and explore the career path for Data Analyst

Operations Manager

An Operations Manager plans and directs the operations of a business. An Operations Manager may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge would help you to identify and correct problems in your processes, which would lead to improved efficiency and quality.

See salaries and explore the career path for Operations Manager

Production Manager

A Production Manager plans and directs the production of goods or services. A Production Manager may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge would help you to identify and correct problems in your processes, which would lead to improved efficiency and quality.

See salaries and explore the career path for Production Manager

Business Analyst

A Business Analyst analyzes business needs and develops solutions. A Business Analyst may also be involved in process improvement and problem-solving. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge would help you to identify and correct problems in your processes, which would lead to improved efficiency and quality.

See salaries and explore the career path for Business Analyst

Project Manager

A Project Manager plans and executes projects. A Project Manager may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge would help you to identify and correct problems in your processes, which would lead to improved project success.

See salaries and explore the career path for Project Manager

Continuous Improvement Manager

A Continuous Improvement Manager plans and executes continuous improvement initiatives. A Continuous Improvement Manager may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course would be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge would help you to identify and correct problems in your processes, which would lead to improved quality and efficiency.

See salaries and explore the career path for Continuous Improvement Manager

Reliability Engineer

A Reliability Engineer designs and tests systems to ensure that they are reliable. A Reliability Engineer may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course may be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge may help you to identify and correct problems in your processes, which would lead to improved reliability.

See salaries and explore the career path for Reliability Engineer

Quality Assurance Manager

A Quality Assurance Manager plans and executes quality assurance programs. A Quality Assurance Manager may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course may be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge may help you to identify and correct problems in your processes, which would lead to improved quality.

See salaries and explore the career path for Quality Assurance Manager

Manufacturing Engineer

A Manufacturing Engineer designs and improves manufacturing processes. A Manufacturing Engineer may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course may be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge may help you to identify and correct problems in your processes, which would lead to improved efficiency and quality.

See salaries and explore the career path for Manufacturing Engineer

Product Development Engineer

A Product Development Engineer designs and develops new products. A Product Development Engineer may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course may be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge may help you to identify and correct problems in your processes, which would lead to improved product quality and customer satisfaction.

See salaries and explore the career path for Product Development Engineer

Process Control Engineer

A Process Control Engineer designs and implements process control systems. A Process Control Engineer may also be involved in quality control and problem-solving. The Six Sigma Tools for Analyze course may be helpful in this role because it teaches you how to use lean tools for process analysis, failure mode and effects analysis (FMEA), measurement system analysis (MSA) and gauge repeatability and reproducibility (GR&R). This knowledge may help you to identify and correct problems in your processes, which would lead to improved efficiency and quality.

See salaries and explore the career path for Process Control Engineer