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
Experimental Design Basics
This course is part of Design of Experiments Specialization
Instructor: Douglas C. Montgomery
21,353 already enrolled
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Gain insight into a topic and learn the fundamentals.
4.7
(287 reviews)
Intermediate level
Some related experience required
Flexible schedule
Approx. 12 hours
Learn at your own pace
95%
Most learners liked this course
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.
Skills you'll gain
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Assessments
7 assignments
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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There are 5 modules in this course
What's included
6 videos6 readings1 assignment1 app item1 discussion prompt
What's included
9 videos1 reading2 assignments1 app item
What's included
10 videos1 reading2 assignments
What's included
6 videos1 reading2 assignments
What's included
1 peer review
Instructor
Instructor ratings
4.7 (150 ratings)Offered by
Recommended if you're interested in Probability and Statistics
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Learner reviews
4.7
287 reviews
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Showing 3 of 287
DR
5
Reviewed on Jul 25, 2020
It was a great experience while doing experimental design basics. I learned a lot about the Strategy of experimentation and basic statistical concepts.
KG
5
Reviewed on Mar 21, 2021
I have used Dr. Montgomery's book off and on since the early 1990s! It is an enjoyment to watch his lectures. The only caveat is that it is a short course, which should have been obvious to me.
CS
5
Reviewed on Sep 30, 2023
Excellent training material, real case studies, explained in detail, and showing how to apply the statistical tools.
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Frequently asked questions
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
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