Design of Experiments Specialization

Design, Develop and Improve Products and Processes. Be able to apply modern experimental techniques to improve existing products and processes and bring new products and processes to market faster

Instructor: Douglas C. Montgomery

What you'll learn

  •   Plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain valid objective conclusions.
  •   Use response surface methods for system optimization as a follow-up to successful screening.
  •   Use experimental design tools for computer experiments, both deterministic and stochastic computer models.
  •   Use software tools to create custom designs based on optimal design methodology for situations where standard designs are not easily applicable.

    • Skills you'll gain

  •   Research Design
  •   Descriptive Statistics
  •   Design Strategies
  •   Variance Analysis
  •   Statistical Modeling
  •   Data Analysis Software
  •   Statistical Analysis
  •   Statistical Hypothesis Testing
  •   Statistical Methods
  •   Regression Analysis
  •   Data Transformation
  •   Probability & Statistics

    • Specialization - 4 course series

    Participants will complete a project that is typically based around their own work environment, and can use this to effectively demonstrate the application of experimental design methodology. The structure of the course and the step-by-stem process taught in the course is designed to ensure participant success.

    Factorial and Fractional Factorial Designs

    Response Surfaces, Mixtures, and Model Building

    Random Models, Nested and Split-plot Designs

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