This is a basic course in designing experiments and analyzing the resulting data. The course objective is to learn how to plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain objective conclusions. Both design and statistical analysis issues are discussed. Opportunities to use the principles taught in the course arise in all aspects of today’s industrial and business environment. Applications from various fields will be illustrated throughout the course. Computer software packages (JMP, Design-Expert, Minitab) will be used to implement the methods presented and will be illustrated extensively.
Experimental Design Basics
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Experimental Design Basics
This course is part of Design of Experiments Specialization
Instructor: Douglas C. Montgomery
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311 reviews
Intermediate level
Some related experience required
Flexible schedule
1 week at 10 hours a week
Learn at your own pace
95%
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What you'll learn
By the end of this course, you will be able to:
Approach complex industrial and business research problems and address them through a rigorous, statistically sound experimental strategy
Use modern software to effectively plan experiments
Analyze the resulting data of an experiment, and communicate the results effectively to decision-makers.
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Taught in English
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This course is part of the Design of Experiments Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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Showing 3 of 311
JA
Reviewed on Nov 13, 2024
Excellent course—very practical and concise, with a well-balanced approach between mathematical rigor and practical execution skills.
RZ
Reviewed on Jan 12, 2021
pretty good course , it would have been great to have pdf or brief with the material, the book is great too , class notes would have been great.
SS
Reviewed on Dec 15, 2021
This course was very practical and I thank Professor Montgomery for her excellent teaching. I also thank the Coursera team for providing this opportunity.
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