Design of Experiments | DOE
What you'll learn
- Fundamentals for Design of Experiments
- Full and Fractional Factorial Designs
- Data Analysis by Mean Comparison, Charts and ANOVA
- Tips and Best Practices on DOE
Requirements
- None
Description
Design of Experiments ( DOE ) is a statistical tool which helps you to design any experiment properly toward right conclusions. In this beginner online course, you learn by examples and you will know first what is design of experiment and the aim behind it, then you will go deeper thus learning how to plan, execute and analyze any experiment properly using this powerful tool. You will also encounter both types of factorial designs here ( Full Factorial Design and Fractional Factorial Design). This tutorial will allow any newbie fully learn how to plan, execute and analyze any experiment properly, thus making the right conclusions out it.
This tool is obligatory for any scientist or engineer, especially those working within the research and development sector and is also essential for those who practice and work with six sigma.
The course starts preparing you in PART I, thus making you familiar with the DOE definition, noise factors, relations and levels .
Part II then teaches you how to set all the relevant parameters so that you can then plan your experiment using the full or fractional factorial designs.
In Part III, you will learn how to execute your experiment afterwards in a way that you ensure highest accuracy in the results.
In part IV, you will then learn how to analyze the acquired results in your experiments using two different ways, either by charts, or by analysis of variance (Two-way ANOVA).
Who this course is for:
- Engineering Students
- Engineering Fresh Graduates
- Engineers
- Six Sigma Practitioners
Instructor
- 4.4 Instructor Rating
- 224 Reviews
- 541 Students
- 3 Courses
I have been graduated with a bachelor degree in Mechanical Engineering and a master degree in Mechatronic Systems.
I work as a mechanical design engineer within the automotive industry, at the research and development department for designing and developing high temperature sensors.
During my career I have gained a lot of knowledge and practice on the design tools and methodologies that bring concepts into real sell-able products.
Furthermore I'm a certified engineer in design for six sigma with green belt (DFSS).
I want to help other mechanical engineers, especially the fresh graduates, to gain knowledge and skills that makes them capable to merge faster in the market and within their career responsibilities.
In this platform, my courses will focus on mechanical design skills and design for six sigma methodologies. Also, I will be giving out tips and best practices out of personal experience.
"I'm not here to teach only by theory, however all skills and methodologies provided in my courses are those which I'm using in my daily career life"
I hope you enjoy my courses and get the expected benefit out of them!