Design of Experiment (DOE)
About Design of Experiment (DOE)
The term "design of experiments" (DOE) refers to a subfield of applied statistics that focuses on the planning, carrying out, analyzing, and interpreting of controlled experiments to determine the variables that affect the value of a parameter or set of parameters. DOE is a potent instrument for data gathering and analysis that may be applied in various experimental settings.
DOE helps companies to better analyze their processed for increasing its efficiency and quality. DOE has gained immense popularity across the globe resulting in huge demand for certified professionals.
Why is Design of Experiment (DOE) important?
You can ascertain the individual and interaction impacts of many elements that can affect the output findings of your measurements by using Design of Experiments (DOE) methodologies. DOE may also be used to learn more and determine the ideal circumstances under which a system, process, or product should operate.
It enables the manipulation of several input variables to ascertain how they affect the desired outcome (response). DOE can find significant interactions by adjusting several variables simultaneously that could be overlooked when testing with a single element simultaneously. It is feasible to study every conceivable combination (full factorial) or only some of them (fractional factorial).
DOE provides a effective analysis of a process in companies who want to optimize it. DOE saves costs and increases revenue. DOE certified professionals, executives and managers are in high demand in companies across the globe.
Who should take the Design of Experiment (DOE) Exam?
- Quality managers, senior executives, executives
- Supervisors
- Team leaders
- Technician
- Engineering Students and Fresh Graduates
- Engineers
- Six Sigma Practitioners
Knowledge and Skills required for the DOE
Specific skills are needed to excel in career of DOE which includes analytical bent of mind and quick learning skills.
DOE Practice Exam Objectives
DOE exam focuses on assessing your skills and knowledge in statistics and quality management.
DOE Practice Exam Pre-requisite
There are no prerequisites for the DOE exam. Candidates who are well versed in statistics and quality management can easily clear the exam.
Design of Experiment (DOE) Certification Course Outline
- Introduction to DOE
- What is DOE?
- Conducting Ad Hoc and One-Factor-at-a-Time (OFAT) Experiments
- Why Use DOE?
- Terminology of DOE
- Types of Experimental Designs
- Factorial Experiments
- Designing Factorial Experiments
- Analyzing a Replicated Full Factorial
- Analyzing an Unreplicated Full Factorial
- Screening Experiments
- Screening for Important Effects
- Analyzing Response Surface Experiments
- Creating Custom Response Surface Designs
- Sequential Experimentation
- Introduction to DOE Guidelines
- Defining the Problem and the Objectives
- Identifying the Responses
- Identifying the Factors and Factor Levels
- Identifying Restrictions and Constraints
Exam Format and Information
Certification name – Certificate in DOE
Exam duration – 60 minutes
Exam type - Multiple Choice Questions
Eligibility / pre-requisite - None
Exam language - English
Exam format - Online
Passing score - 25
Exam Fees - INR 1199