Finding The Ultimate Course on Design of Experiments (DOE)

Finding The Ultimate Course on Design of Experiments (DOE)

DOE is All About Efficiency

Why is Design of Experiments vital for all scientists, engineers, project managers and pizza shop

Design of Experiments (DoE) is a method for the statistical planning and evaluation of
experiments. A Design of Experiments is developed to analyze the effects of many factors on a
system in the fastest and most structured way possible. We are therefore more than sure that if
DoE is done correctly, it will save a great deal of trouble, cost and time in the long run. DoE is
also a very important tool in a Six Sigma strategy.

What Is the Purpose of DoE?

The purpose of DoE is therefore to learn as much as possible about the relationship between
influencing variables (factors/inputs) and outcomes (outputs/responses) with as little
experimental effort as possible. The application of the DoE allows us to obtain a regression
equation to describe the relationship between factors and outcomes (Y = f(x1 ... xn)).

What are the Possible Applications of DoE?

  • Product and process development.
  • Optimization of target values.
  • Determining the optimum production set-up to reduce waste, make processes and products safer,
  • Reduce costs and improve quality.
  • Investigation and, if necessary, correction of errors whose causes are not clear.
  • Analysis of the robustness of a system against external disturbances. Validate processes through
  • Methodical investigation.

Course Syllabus

Section 1: Introduction to DOE and its basic principles.
Section 2: Full factorial design of experiments
Section 3: Partial factorial design
Section 4: Optimization methods (response surface approach)
Section 5: Design of DOE plans
Section 6: Evaluation of experiments (Minitab)

About This Course

26 lessons
Lifetime access
Money back guarantee (30 days)
Tests, assignments and a practical project
Receive a certificate
and prove your skills
Get a Design of Experiments (DOE) certificate and prove your skills. The certificate will
increase your chances of getting interviews and job offers (the actual design and content of the
certificate may vary).
DOE Certificate in Design of Experiments

Skills You Will Gain in this Course

  • All the steps involved in applying the DoE method.
  • How to choose the right factors for the DoE method and what the factor levels are.
  • Different experimental designs (full factorial experimental design, fractional factorial
  • experimental design, midpoint method and central composite design (CPC)).
  • How to calculate the effects of factors using simple mathematical equations.
  • Effects, regression equations, aliasing structures.
  • What is the response surface methodology and how we can use it to optimize a process.
  • How to run an experiment, and what randomization and blocking mean.
  • Some statistical basics, for example, what a p-value is.
  • Using Minitab software (applying what you have learned to a real life project).
Design of Experiment course

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