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
21,069 already enrolled
Included with 
Gain insight into a topic and learn the fundamentals.
4.7
(283 reviews)
Intermediate level
Some related experience required
Flexible schedule
Approx. 12 hours
Learn at your own pace
96%
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
Details to know
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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 (144 ratings)Offered by
Recommended if you're interested in Probability and Statistics
Wesleyan University
University of Michigan
University of Michigan
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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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