Six Sigma Advanced Analyze Phase from Coursera

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 Define 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).

What's inside

Syllabus

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.

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what should give you pause

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Develops advanced understanding of hypothesis testing in Six Sigma, critical for data analysis and process improvement

Offers in-depth knowledge of design of experiments (DOE), a key methodology for improving processes and product quality

Taught by recognized experts in Six Sigma, Dr. Christina Scherrer, Dr. Gregory Wiles, and Dr. Bill Bailey

Assumes foundational knowledge in Six Sigma, making it suitable for those seeking to strengthen their skills

Recommended companion text is not included, which may incur additional costs

Requires completion of prerequisite courses, which may not be suitable for all learners

Reviews summary

Six sigma analyze phase analysis

According to learners, this course offers a valuable deep dive into the Analyze phase of Six Sigma, particularly focusing on hypothesis testing and Design of Experiments (DOE). Many students report being able to immediately apply the practical tools and strategies learned in their professional roles. While the course is generally well-structured and taught by knowledgeable instructors, some learners found the statistical concepts challenging and felt that a strong prerequisite understanding of statistics and prior Six Sigma phases is essential.

Strong background in stats & prior phases recommended

"Definitely recommend completing the previous courses first."

"A solid foundation in Six Sigma and stats is crucial."

"Felt lost initially without a stronger math background than I had."

"Prior completion of Yellow Belt and Define/Measure courses is highly advised."

Covers complex hypothesis testing & DOE

"Dr. Greg Wiles introduces hypothesis testing, including Z-test and T-test, ANOVA, and Chi-Square."

"Dr. Christina Scherrer leads the two-module journey through Design of Experiments (DOE)."

"I learned about confidence intervals and paired comparison tests in detail."

Instructors are knowledgeable

"The instructors are experts in their field."

"Enjoyed learning from experienced practitioners."

"Instructors explain well, though some parts are fast-paced."

Focus on applying tools in real projects

"I can immediately apply the tools from the Analyze phase at work."

"Great focus on how Six Sigma is used in real projects."

"The course emphasizes practical application of methods, which is great for my job."

Statistical depth can be challenging

"The statistics section felt quite difficult, needing extra study."

"I struggled with the detailed math behind hypothesis testing."

"Could benefit from more examples on DOE application in different scenarios."

"Some parts felt rushed, especially the more complex statistical topics."

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 Advanced Analyze Phase with these activities:

Attend a Six Sigma Conference

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Attend a Six Sigma conference to connect with professionals in the field and learn about the latest trends and advancements.

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Research and identify relevant conferences
Register and attend the conference
Participate in sessions and workshops

Review Hypothesis Testing

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Review hypothesis testing concepts to strengthen your understanding before diving deeper into the course.

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Review the basics of hypothesis testing, including null and alternative hypotheses, significance levels, and p-values.
Practice applying the Z-test and T-test to real-world data sets.

Hypothesis Testing Discussion Group

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Join a peer discussion group to exchange ideas and reinforce your understanding of hypothesis testing in Six Sigma.

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Find a peer group or study buddy
Decide on a topic for discussion
Meet regularly to discuss the topic and share insights

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Design of Experiments Practice Problems

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Reinforce your understanding of design of experiments through practical exercises.

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Solve practice problems involving factorial design and response surface methodology.
Analyze data from designed experiments and interpret the results.

Hypothesis Testing Practice

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Practice hypothesis testing through exercises to solidify your understanding.

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Review the principles of hypothesis testing
Complete a series of practice drills
Check your answers and identify areas for improvement

Design of Experiments Tutorial

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Follow a guided tutorial to enhance your understanding of design of experiments and its application in Six Sigma.

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Identify a reputable tutorial or course
Complete the tutorial and practice exercises
Apply the concepts to a practical problem

Design of Experiments Simulation

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Create a simulation to demonstrate the principles of design of experiments and gain hands-on experience.

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Design a simulation model
Run the simulation and collect data
Analyze the data and draw conclusions

Six Sigma Green Belt Simulation

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Develop a comprehensive simulation to apply your Six Sigma Green Belt knowledge and skills.

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Define the scope and objectives of the simulation.
Design and implement a DMAIC process to improve a real-world business process.
Collect and analyze data to measure the effectiveness of your improvements.
Create a presentation to showcase your simulation and results.

Mentor a Junior Six Sigma Practitioner

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Share your knowledge and experience by mentoring a junior Six Sigma practitioner to solidify your understanding and contribute to their professional development.

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Identify a mentee who is interested in Six Sigma
Set up regular meetings to provide guidance and support
Share your Six Sigma knowledge and experiences

Lean Six Sigma Internship

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Gain hands-on experience in Lean Six Sigma by volunteering at a local organization.

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Identify and contact potential organizations offering Lean Six Sigma volunteer opportunities.
Participate in Lean Six Sigma projects and assist with process improvement initiatives.
Network with professionals in the field and learn from their experiences.

Career center

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

Six Sigma Quality Manager

Six Sigma Quality Managers are responsible for improving the quality of products and services using Six Sigma methodologies. This course can help you build a strong foundation in Six Sigma principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate defects, and how to improve processes to achieve optimal performance.

See salaries and explore the career path for Six Sigma Quality Manager

Lean Manufacturing Engineer

Lean Manufacturing Engineers are responsible for designing and implementing lean manufacturing systems. This course can help you gain the knowledge and skills needed to be successful in this role. You will learn how to use Six Sigma tools and techniques to identify and eliminate waste, and how to improve the efficiency and productivity of manufacturing processes.

See salaries and explore the career path for Lean Manufacturing Engineer

Quality Assurance Analyst

Quality Assurance Analysts are responsible for ensuring the quality of products and services. This course can help you build a strong foundation in Six Sigma principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate defects, and how to improve processes to achieve optimal performance.

See salaries and explore the career path for Quality Assurance Analyst

Process Improvement Manager

Process Improvement Managers are responsible for identifying and improving business processes. This course can help you gain the knowledge and skills needed to be successful in this role. You will learn how to use Six Sigma tools and techniques to identify and eliminate waste, and how to improve the efficiency and productivity of business processes.

See salaries and explore the career path for Process Improvement Manager

Statistical Analyst

Statistical Analysts are responsible for collecting, analyzing, and interpreting data. This course can help you build a strong foundation in statistical methods, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate defects, and how to improve processes to achieve optimal performance.

See salaries and explore the career path for Statistical Analyst

Data Scientist

Data Scientists are responsible for using data to solve business problems. This course can help you build a strong foundation in statistical methods and data analysis techniques, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate defects, and how to improve processes to achieve optimal performance.

See salaries and explore the career path for Data Scientist

Business Analyst

Business Analysts are responsible for analyzing business problems and recommending solutions. This course can help you build a strong foundation in statistical methods and data analysis techniques, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate defects, and how to improve processes to achieve optimal performance.

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Project Manager

Project Managers are responsible for planning, executing, and controlling projects. This course can help you build a strong foundation in project management principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate risks, and how to improve the efficiency and effectiveness of projects.

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Operations Manager

Operations Managers are responsible for the day-to-day operations of a business. This course can help you build a strong foundation in business management principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate waste, and how to improve the efficiency and productivity of business operations.

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Consultant

Consultants are responsible for providing advice and guidance to businesses on a variety of topics. This course can help you build a strong foundation in business management principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate problems, and how to improve the efficiency and effectiveness of business processes.

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Entrepreneur

Entrepreneurs are responsible for starting and running their own businesses. This course can help you build a strong foundation in business management principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate risks, and how to improve the efficiency and effectiveness of business operations.

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Teacher

Teachers are responsible for educating students in a variety of subjects. This course can help you build a strong foundation in educational principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate problems, and how to improve the efficiency and effectiveness of teaching methods.

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Researcher

Researchers are responsible for conducting research on a variety of topics. This course can help you build a strong foundation in research principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate problems, and how to improve the efficiency and effectiveness of research methods.

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Writer

Writers are responsible for creating written content for a variety of purposes. This course can help you build a strong foundation in writing principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate problems, and how to improve the efficiency and effectiveness of writing methods.

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Artist

Artists are responsible for creating visual art for a variety of purposes. This course can help you build a strong foundation in art principles and tools, which are essential for success in this role. You will learn how to use hypothesis testing and design of experiments to identify and eliminate problems, and how to improve the efficiency and effectiveness of art methods.

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