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Design of Experiment

Design of Experiment: Techniques for Optimizing Processes and Improving Quality

Instructor
Operations and Sales
Duration
Self-paced
Language
English
Overview

About this course

Design of Experiment (DOE) is a systematic approach to optimizing processes and improving quality. This course provides essential techniques for planning, designing, and analyzing experiments to understand process variables and their interactions. Participants will learn how to apply statistical methods to make informed decisions, reduce variability, and enhance process performance. Through practical applications and case studies, this course equips individuals with the skills necessary to design effective experiments, analyze results, and implement improvements in various industries such as manufacturing, healthcare, and service operations
Curriculum

5 modules · 16 lessons

Module 01 · Introduction · 2 lessons
  • Design for Six Sigma
  • Terminologies in DOE
Module 02 · One Factor at a Time (OFAT) · 1 lessons
  • • Understanding OFAT with example
Module 03 · Design of Experiments · 8 lessons
  • Controllable and Uncontrollable Factors
  • Steps to Minimize the impact of Noise Factors
  • Repetition, Replication, Randomization and Blocking
  • Full Factorial Design
  • Fractional Factorial Design
  • Plackett Burman Design
  • Confounding and Alias
  • III, IV & Vth Resolution Designs
Module 04 · Live Process Creation using DOE in Minitab · 2 lessons
  • Example of DOE using Plackett Burman Design
  • Example of DOE using Full Factorial Design
Module 05 · Other Special Designs · 3 lessons
  • Screening Design
  • Response Surface Design
  • Characterization Design
Skills you'll gain

What you'll master

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.
Career impact

How this advances your career

Gain expertise in designing experiments to optimize processes, improve quality, and make data-driven decisions.
Learn to analyze and interpret experimental data, a valuable skill in product development and quality assurance.
Develop the ability to identify key factors affecting outcomes and implement strategies for process improvement
Enhance your problem-solving capabilities, making you a valuable asset in industries focused on continuous improvement.
Increase career opportunities by mastering Design of Experiments, a sought-after methodology in fields like manufacturing, engineering, and research.
Supercharge your profile

Extra skills you'll pick up

Tailored course material to suit the learner’s experience and knowledge level. Real-world projects to apply concepts and enhance learning. Access to downloadable resources for future reference. Practice exams that mimic real test conditions to boost exam readiness. Industry-recognized certificate awarded upon program completion. Round-the-clock support for all learner inquiries. Year-long access to recorded lessons for review and learning at your convenience.
Choose how you learn

Training options.

Get trained anywhere, anytime — online, onsite, or from the comfort of home or office.

University

University Training

  • Flexible pricing options
  • Customized to participant level
  • Practice projects & E-content
  • Simulation exam & certificate
  • 24×7 support
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Live cohort

Online Instructor-Led

$600.00
  • Live instructor sessions
  • 365 days recorded video access
  • Downloadable E-content
  • Simulation exam + certificate
Corporate

Corporate Training

  • Online & onsite delivery
  • Client-project implementation support
  • Flexible pricing
  • 24×7 support
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