Six Sigma Design of Experiments

Six Sigma Green Belt    |    Intermediate
  • 12 videos | 49m 2s
  • Includes Assessment
  • Earns a Badge
  • Certification CPE
Likes 94 Likes 94
In the Improve stage of Lean or Lean Six Sigma DMAIC, teams design and conduct experiments to investigate the relationships between input variables and response variables. By controlling and changing the input variables, and observing the effects on the response variables., the Six Sigma team gains a deeper understanding of the relationships and begins business process improvement. In this course, you'll explore the Design of Experiments (DOE) methodology. You'll learn how to interpret the results of the main effect analysis and interaction plots, and use this to drive process improvement, process control, and process design. This course is aligned with ASQ's 2015 Six Sigma Green Belt Body of Knowledge.

WHAT YOU WILL LEARN

  • recognize the benefits of Design of Experiments
    distinguish between DOE elements
    sequence the steps in the DOE process
    recognize examples of types of experimental error
    recognize characteristics of balanced design
    identify the benefits of randomization
  • recognize factors that should be blocked in a given scenario
    distinguish between replication and repetition
    recognize the implications of choosing full and fractional factorial designs
    identify principles for interpreting main effects plots
    recognize elements you use to analyze DOE results

IN THIS COURSE

  • 41s
  • 5m 19s
    Discover how to recognize the benefits of conducting experiments. FREE ACCESS
  • Locked
    3.  Elements of an Experiment
    5m 12s
    In this video, you will learn how to distinguish between elements of the design of experiments. FREE ACCESS
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    4.  DOE: Purpose and Process
    4m 14s
    During this video, you will learn how to sequence the steps in the Design of Experiments process. FREE ACCESS
  • Locked
    5.  Experimental Error
    3m 23s
    In this video, you will learn how to identify examples of different types of experimental error. FREE ACCESS
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    6.  Balanced Design
    2m 44s
    Learn how to recognize characteristics of balanced designs. FREE ACCESS
  • Locked
    7.  Randomization
    4m
    In this video, you will learn how to identify the benefits of randomization. FREE ACCESS
  • Locked
    8.  Blocking
    3m 16s
    During this video, you will learn how to recognize factors that should be blocked in a given scenario. FREE ACCESS
  • Locked
    9.  Replication and Repetition
    4m 25s
    Discover how to distinguish between replication and repetition. FREE ACCESS
  • Locked
    10.  Full and Fractional Factorial Designs
    4m 39s
    In this video, you will learn how to recognize the implications of choosing full and fractional factorial designs. FREE ACCESS
  • Locked
    11.  Main Effects and Interaction Effects
    5m 22s
    During this video, you will learn how to identify principles for interpreting main effects plots. FREE ACCESS
  • Locked
    12.  Analyzing DOE Results
    5m 46s
    In this video, you will learn how to identify the elements you need to analyze DOE results. FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.

Digital badges are yours to keep, forever.

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