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Udemy

Design of Experiments for Product, Process & Quality Manager

via Udemy

Overview

Factorial Designs | Fractional Factorial Designs | Taguchi Designs - Lean Six Sigma Black Belt Level

What you'll learn:
  • Types & Phases of Structured Experiments (Design of Experiments)
  • Terms in DoE such as Factors, Levels, Runs, Blocks, Center Points, Repetitions, Replications, etc
  • Plan, Set up, Perform, Analyze and Interpret the results of DOEs
  • Factorial Designs & Fractional Factorial Designs
  • Taguchi Designs

Structured Experimentation or Design of Experiment (DOE) helps Product Engineers to develop and refine designs. It is simply not possibleto develop optimal designs that deliverright product performance without understanding the relationship between dependent and independent factors (& within independent factors). Unstructured experimentation consumes indefinite resources and time, that no organizations have.

This is true for both Engineering Product Managers and Service Product Managers.

Similarly, both Engineering and Service Process Managers cannot optimize process parameters or design products without conducting structured experiments.

Quality Managers have to constantly improve the quality of product, its reliability and that cannot happen without improvising design in a structured manner.


As a part of DMAIC or DFSS improvement projects, Lean Six Sigma Black Belts & Lean Six Sigma GreenBelts are expected to find ways to improve the process and optimize it and it would not be possible with knowledge of structured experimentation (Design of Experiments - DOE)

This course is going to help Product and Process Engineering Managers from both Service & Engineering Sectors to learn DOE from scratch.

Practical Knowledge of DOE is non-negotiable for any Product, Process, Quality Managers & Lean Six Sigma Black Belts.

Target Audience:

  • Product Managers

  • Process Managers

  • Quality Managers

  • Lean Six Sigma Black Belts

What you will accomplish after completing this course:

After completing the course you will be able to plan, set up, perform and analyze Full Factorial, Fractional Factorial and Taguchi DOE

What is Covered:

  • Structured Experiments

  • Types of Experiments

  • Phases of Experiments

  • Terms used in DOE

  • Full Factorial Experiment (Performing & Analyzing)

  • Fractional Factorial Experiment(Performing & Analyzing)

  • Taguchi Designs(Performing & Analyzing)

Taught by

Nilakantasrinivasan Janakiraman

Reviews

4.1 rating at Udemy based on 184 ratings

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