Six Sigma: Define and Measure

Martin Grunow, Holly Ott, TUMx

An introduction to the Six Sigma methodology and DMAIC cycle for process improvement with a focus on the Define and Measure phases, including basic statistics for understanding sampling plans and calculating process capability.

Understand the background and meaning of Six Sigma and the five steps of the DMAIC process improvement flow: Define, Measure, Analyse, Improve and Control. Discuss what "Quality" means and how to identify the Voice of the Customer.

You will learn how to set an improvement project goal, calculate process yield, and identify Critical to Quality parameters.

You will learn how to map a process and to use the necessary statistical techniques to establish the baseline performance of a process and to calculate the process capability.

To complement the lectures, we provide interactive exercises, which allow learners to see the statistics "in action." Learners then master the statistical concepts by completing practice problems. These are then reinforced using interactive case-studies, which illustrate the application of the statistics in quality improvement situations.

Upon successful completion of this program, learners will earn the TUM Lean and Six Sigma Yellow Belt certification, confirming mastery of Lean Six Sigma fundamentals to a Yellow Belt level. The material is based on the American Society of Quality (www.asq.org) Body of Knowledge up to a Green Belt Level. The Professional Certificate is designed as preparation for a Lean Six Sigma Green Belt exam.

What will you learn

  • To understand the background and meaning of the Six Sigma methodology and the role of the DMAIC process improvement cycle.
  • To identify the Voice of the Customer and translate into Critical to Quality parameters.
  • To understand the concept of random variables, probability mass fucntions and probability density functions.
  • To calculate probabilities using the Normal distribution.
  • To understand how the Central Limit Theorem applies to sampling and how to set up sampling plans.
  • To understand the importance of a Measurement System Analysis in a Six Sigma project.
  • To calculate Process Yield and Process Capability.
  • To perform a risk assessement using a Failure Modes and Effects Analysis.
  • How to apply the Define and Measure phases of the DMAIC cycle in your work or research, to identify problems and quantitatively assess the impact of process changes using statistical analysis.

Сессии:
  • 1 августа 2018
Характеристики онлайн курса:
  • Бесплатный:
  • Платный:
  • Сертификат:
  • MOOC:
  • Видеолекции:
  • Аудиолекции:
  • Email-курс:
  • Язык: Английский Gb

Отзывы

Пока никто не написал отзыв по этому курсу. Хотите быть первым?

Зарегистрируйтесь, чтобы оставить отзыв

Ещё курсы на эту тему:
50508_22d0_8 Lean Six Sigma Green Belt Training Online
A course that gives you the Basics of Six Sigma. Six Sigma Primer course is...
236264_290c_4 Six Sigma Green Belt by EduCBA PMP Academy
Understand, Apply, Analyze, Evaluate and Create various Six Sigma tools and...
Quality-engineering-and-management_378x225 Quality Engineering and Management: Fundamentals of Six-Sigma
Cover the fundamentals for quality engineering and management, including...
Quality-engineering-and-management_378x225 Fundamentals of Six Sigma: Quality Engineering and Management
Cover the fundamentals for quality engineering and management, including...
Yellowbeltspecialization-logo-600x600 Six Sigma Yellow Belt
This specialization is for you if you are looking to learn more about Six Sigma...
Ещё из рубрики «Математика и статистика»:
1dae839e-8e69-484a-ae1f-af756dce2abb-30edadcda5ac.small Marketing Analytics: Price and Promotion Analytics
Learn how to use price and promotion analytics to effectively allocate your...
66d85856-511a-43e8-98b8-3acc4da8d275-564879266d31.small Operations Management
Understand key aspects of business operations and lean management including...
0582ea24-0299-4b00-9254-9aa516e3913b-38e02f91caa5.small Data for Effective Policy Making
Take control of data and gain a better understanding of the tools used in public...
332d9668-5963-42b3-bc71-a0144952bdfb-ff881970e8b2.small Statistics for Business – I
This introduction to statistics course examines data from the perspective of...
43b58e72-340a-457d-a14b-2007fda00e19-bd1e72a80329.small Sparse Representations in Signal and Image Processing: Fundamentals
Learn about the field of sparse representations by understanding its fundamental...
Ещё от edX:
35008868-4a9b-4125-bf6f-03dfbdfbbdb2-91ee22a0384b.small Project Management MicroMasters Capstone Exam
Demonstrate the knowledge and skills acquired in the Project Management MicroMasters...
1dae839e-8e69-484a-ae1f-af756dce2abb-30edadcda5ac.small Marketing Analytics: Price and Promotion Analytics
Learn how to use price and promotion analytics to effectively allocate your...
6afe576f-9560-4194-bf0a-7216b25b2b76-ec706985658d.small Sheep in the Land of Fire and Ice
What do sheep, volcanoes and glaciers have in common? Take this course to see...
4cb0e97b-ad0c-4928-b1f7-498280e0f8b7-f16c6d676831.small Dynamics and Control
This is an interactive course about the basic concepts of Systems, Control and...
Caea2810-3db2-4d5f-be7d-22a9d91a4900-1431a690d3e5.small A System View of Communications: From Signals to Packets (Part 2)
Explore the tradeoffs in designing communication systems like mobile phones...

© 2013-2017