Design of Experiments: Concepts and Application Case Studies

Design of Experiments: Concepts and Application Case Studies, available at $124.99, has an average rating of 4.1, with 11 lectures, 10 quizzes, based on 11 reviews, and has 80 subscribers.

You will learn about Design of Experiments to optimize and improve products and processes. Using Minitab to select, create and analyse experimental designs Application case studies to undertand how experimental designs are used by practitioners Concepts of full factorial, fractional factorial design, resolution of designs Main Effect and Interaction Plots This course is ideal for individuals who are process engineers or product design and development engineers or Manufacturing/production engineers or Six Sigma professionals or Industrial Engineers or Persons planning to take ASQ certification exams such as Six Sigma Black Belt or Green Belt or Persons planning to take ASQ Certified Quality Engineer exam or Persons planning to take ASQ Certified Reliability Engineer exam or Persons planning to take ASQ Certified Six Sigma Master Black Belt Exam It is particularly useful for process engineers or product design and development engineers or Manufacturing/production engineers or Six Sigma professionals or Industrial Engineers or Persons planning to take ASQ certification exams such as Six Sigma Black Belt or Green Belt or Persons planning to take ASQ Certified Quality Engineer exam or Persons planning to take ASQ Certified Reliability Engineer exam or Persons planning to take ASQ Certified Six Sigma Master Black Belt Exam.

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Summary

Title: Design of Experiments: Concepts and Application Case Studies

Price: $124.99

Average Rating: 4.1

Number of Lectures: 11

Number of Quizzes: 10

Number of Published Lectures: 11

Number of Published Quizzes: 10

Number of Curriculum Items: 21

Number of Published Curriculum Objects: 21

Original Price: ₹4,699

Quality Status: approved

Status: Live

What You Will Learn

Design of Experiments to optimize and improve products and processes.
Using Minitab to select, create and analyse experimental designs
Application case studies to undertand how experimental designs are used by practitioners
Concepts of full factorial, fractional factorial design, resolution of designs
Main Effect and Interaction Plots

Who Should Attend

process engineers
product design and development engineers
Manufacturing/production engineers
Six Sigma professionals
Industrial Engineers
Persons planning to take ASQ certification exams such as Six Sigma Black Belt or Green Belt
Persons planning to take ASQ Certified Quality Engineer exam
Persons planning to take ASQ Certified Reliability Engineer exam
Persons planning to take ASQ Certified Six Sigma Master Black Belt Exam

Target Audiences

process engineers
product design and development engineers
Manufacturing/production engineers
Six Sigma professionals
Industrial Engineers
Persons planning to take ASQ certification exams such as Six Sigma Black Belt or Green Belt
Persons planning to take ASQ Certified Quality Engineer exam
Persons planning to take ASQ Certified Reliability Engineer exam
Persons planning to take ASQ Certified Six Sigma Master Black Belt Exam

This course contains:

· Introduction to design of experiments with illustrated and animated videos

· How to create statistically designed experiment and analyse it

· How to calculate main effects and interaction effects

· Structure of Full Factorial Designs

· Fractional Factorial Designs: confounding, resolution and selection of designs

· Creating and Analysing Design using Minitab as well as SigmaXL software

· Quizzes for the videos to test comprehension

Course Curriculum

Chapter 1: Basic Concepts , Terminology

Lecture 1: Introduction to Design of Experiments

Lecture 2: DOE Terminology: Factors, Response, Noise factors, planning for experiment

Lecture 3: Orthognality is designs

Chapter 2: Design and Analysis of full factorial design

Lecture 1: Designing & analysing a 3-factor 2-level experiment: Case study in spot welding

Lecture 2: Coded and Uncoded values and developing regression equation

Lecture 3: Degrees of Freedom and Replication

Lecture 4: Linearity and Addition of Center Point

Chapter 3: Fractional Factorial Designs, confounding and resolution codes

Lecture 1: Fractional Factorial Designs: confounding, resolution codes explained

Chapter 4: Using Minitab to create and analyse experimental design

Lecture 1: Creating Full Factorial Design with Blocks and replicates in Minitab Software

Lecture 2: Analysing Full Factorial Design with Minitab

Lecture 3: Fractional Factorial Design on MInitab

Instructors

Hemant Urdhwareshe
ASQ Fellow, Six Sigma Master Black Belt, CRE, CQE, CMQ/OE

Rating Distribution

1 stars: 0 votes
2 stars: 0 votes
3 stars: 2 votes
4 stars: 7 votes
5 stars: 2 votes

Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!

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