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Overview
This Response Surfaces, Mixtures, and Model Building course is offered by Coursera in partnership with Arizona State University.
What you'll learn
- Conduct experiments w/computer models and understand how least squares regression is used to build an empirical model from experimental design data
- Understand the response surface methodology strategy to conduct experiments where system optimization is the objective
- Recognize how the response surface approach can be used for experiments where the factors are the components of a mixture
- Recognize where the objective of the experiment is to minimize the variability transmitted into the response from uncontrollable factors
Build your subject-matter expertise
This course is part of the Design of Experiments Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
Skills you'll gain
- Experiment
- Probability & Statistics
- Regression
- General Statistics
- Data Analysis
Programme Structure
Courses included:
- Additional Design and Analysis Topics for Factorial and Fractional Factorial Designs
- Regression Models
- Response Surface Methods and Designs
- Robust Parameter Design and Process Robustness Studies
Key information
Duration
- Part-time
- 21 days
- 4 hrs/week
Start dates & application deadlines
You can apply for and start this programme anytime.
Language
English
Delivered
Online
Campus Location
- Mountain View, United States
Disciplines
Mechanical Engineering General Engineering & Technology View 35 other Short Courses in General Engineering & Technology in United StatesWhat students do after studying
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Academic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Other requirements
General requirements
- Intermediate level
- Some related experience required
Tuition Fees
Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.
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International Applies to you
Applies to youNon-residentsFree - Out-of-StateFree
Additional Details
- Coursera Plus: Subscribe to build job-ready skills from world-class institutions.
- $59/month, cancel anytime or $399/year with 14-day money-back guarantee
Funding
Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You'll be prompted to complete an application and will be notified if you are approved. You'll need to complete this step for each course in the Specialization, including the Capstone Project.
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