Six Sigma Design of Experiments
Six Sigma Green Belt
| Intermediate
- 12 Videos | 49m 2s
- Includes Assessment
- Earns a Badge
- CPE
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
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recognize the benefits of Design of Experimentsdistinguish between DOE elementssequence the steps in the DOE processrecognize examples of types of experimental errorrecognize characteristics of balanced designidentify the benefits of randomization
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recognize factors that should be blocked in a given scenariodistinguish between replication and repetitionrecognize the implications of choosing full and fractional factorial designsidentify principles for interpreting main effects plotsrecognize elements you use to analyze DOE results
IN THIS COURSE
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1.Six Sigma Design of Experiments41sUP NEXT
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2.Design of Experiments and Six Sigma5m 19s
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3.Elements of an Experiment5m 12s
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4.DOE: Purpose and Process4m 14s
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5.Experimental Error3m 23s
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6.Balanced Design2m 44s
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7.Randomization4m
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8.Blocking3m 16s
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9.Replication and Repetition4m 25s
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10.Full and Fractional Factorial Designs4m 39s
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11.Main Effects and Interaction Effects5m 22s
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12.Analyzing DOE Results5m 46s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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