JavaScript seems to be disabled in your browser.
You must have JavaScript enabled in your browser to utilize the functionality of this website.

Home
WSQ - Practical Design of Experiment (DoE) for Engineers and Researchers

WSQ - Practical Design of Experiment (DoE) for Engineers and Researchers

Be the first to review this product

This WSQ course, Practical Design of Experiment (DoE) for Engineers and Researchers, equips participants with essential skills to design, analyze, and optimize experiments for improved process performance. Participants will gain a thorough understanding of DoE fundamentals, factorial experiments, and how to apply ANOVA to assess the significance of variables. By learning how to identify key factors affecting performance, participants will be able to confidently select appropriate DoE projects and execute them with precision.

The course covers advanced topics like fractional factorial designs, screening methods, and modeling techniques such as Taguchi and Response Surface Methodology (RSM). By the end of the course, learners will be able to evaluate the effectiveness of their DoE projects and make data-driven recommendations for continuous process improvement.

Learning Outcomes

By end of the course, learners should be able to:

Analyze process interactions to characterize key factors influencing performance in Design of Experiments (DoE).
Select suitable factorial DoE projects by evaluating relevant performance metrics.
Define the scope and execute fractional factorial DoE projects using problem-solving techniques.
Evaluate the effectiveness of DoE projects and recommend follow-up actions

Course Brochure

TBD

Skills Framework

This course follows the guideline of Process Integration ELE-SIS-5002-1.1 under Electronics Skills Framework

Certification

Certificate of Completion from Tertiary Infotech - Upon meeting at least 75% attendance and passing the assessment(s), participants will receive a Certificate of Completion from Tertiary Infotech.
OpenCerts from SkillsFuture Singapore - After passing the assessment(s) and achieving at least 75% attendance, participants will receive a OpenCert (aka Statement of Achievement) from SkillsFuture Singapore, certifying that they have achieved the Competency Standard(s) in the above Skills Framework.

WSQ Funding

WSQ funding is only applicable to Singaporeans and PR. Subject to eligibility, the funding support is subjected to funding caps.

Effective for courses starting from 1 Jan 2024
Full Fee	GST	Nett Fee after Funding (Incl. GST)
		Baseline	MCES / SME
$900.00	$81.00	$531.00	$351.00

Baseline: Singaporean/PR age 21 and above
MCES(Mid-Career Enhanced Subsidy): S'porean age 40 & above

Upon registration, we will advise further on how to tap on the WSQ Training Subsidy.

You can pay the nett fee (after the WSQ training subsidy) by the following :

SkillsFuture Enterprise Credit (SFEC)

Eligible Singapore-registered companies can tap on $10000 SFEC to cover out-of-pocket expenses.Click here to submit SkillsFuture Enterprise Credit

SkillsFuture Credit (SFC)

Eligible Singapore Citizens can use their SFC to offset course fee payable after funding but the $4,000 Additional SFC (Mid-Career Support) cannot be used. Click here for SkillsFuture Credit submission

Course Code: TGS-2024051249

Course Booking

The course fee listed below is before subsidy/grant, if applicable. We will apply for the grant and send you the invoice with nett fee.

$900.00 (GST-exclusive)

$981.00 (GST-inclusive)

Course Date * Course Date

Course Time *

Sponsorship

Self-Sponsored
Company-Sponsored

NRIC (Last 3 Digits and Alphabet)

Funding Eligibility (Subject to Verification)

Singaporean above 40 yrs old -$630.00
Singaporean below 40 yrs old -$450.00
Singapore PR -$450.00
non Singaporean
SME (Singaporean/PR Direct Hire) -$630.00

Additional Message or Emails for Course Notification

* Required Fields

Post-Course Support

We provide free consultation related to the subject matter after the course. Please email your queries to enquiry@tertiaryinfotech.com and we will forward your queries to the subject matter experts and get back to you asap.

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.

Course Details

Topic 1 Fundamentals of Design of Experiment

Introduction to Design of Experiment (DoE)
Dependent and Independent variables
Purpose of DoE
Stages of DoE
Factor, Level and Treatment
Introduction to single factor experiments
One-Way Analysis of Variance (ANOVA)
Decomposition of the Sum of Squares

Topic 2 Factorial DoE

Introduction to Factorial DoE
Main Effects and Interactions between factors
Why using Factorial DoE
Two-Factors Two-Levels (2^2) DoE
Regression equation for 2^2 DoE
2^2 experiment with Interactions
Regression model for 2^2 DoE with Interactions
Analysis of Variance (ANOVA) of 2^2 DoE
Adding the third factor – 2^3 DoE
ANOVA of 2^3 DoE
Regression model for 2^3 DoE
General 2^k DoE
Analysis procedure of any 2^k DoE
Blocking a replicated design
Analysis a 2^k DoE with blocks as replicates
Confounding a 2^k DoE in blocks

Topic 3 Fractional Factorial DoE

Introduction to Fractional Factorial DoE
One-Half fraction designs
Confounding in partial factorial design
Design resolution
ANOVA of fractional DoE
One-Quarter fraction designs

Topic 4 Screening, Modeling and Optimizing DoE

Screening designs
Plackett Burman design
Taguchi design
Response Surface Method (RSM)
Central Composite Design (CCD)

Final Assesment

Written Assessment (Short Answer Questions)
Case Study

Course Info

Promotion Code

Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.

Minimum Entry Requirement

Knowledge and Skills

Able to operate using computer functions
Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)

Attitude

Positive Learning Attitude
Enthusiastic Learner

Experience

Minimum of 1 year of working experience.

Target Age Group: 18-65 years old

Minimum Software/Hardware Requirement

Software:

Intellij https://www.jetbrains.com/idea/

Hardware: Window or Mac Laptops

Job Roles

Process Engineer
Quality Assurance Engineer
Product Development Engineer
Manufacturing Engineer
Research Scientist
Data Analyst
Operations Manager
Continuous Improvement Manager
Industrial Engineer
Test Engineer
R&D Manager
Laboratory Technician
Engineering Consultant
Process Improvement Specialist
Lean Six Sigma Specialist
Project Manager
Production Manager
Quality Control Specialist
Statistical Analyst
Technical Consultant

Trainers

Angel Koh: Angel Koh has over 15 years experience with the maritime and defence industry building information systems for full scale development programs; working with a myriad of programming and computing languages and tools, ranging from programming languages like C# and Java to computing languages like Octave and ArcGis. His specialization is in the field of data fusion and mapping. He is always passionate to adopt new technologies and skills to add to his repertoire of computer knowledge.

In his free time, he likes to tinker with his RigidBot 3D printer, building simple household objects with Adobe 123D Design and OpenSCAD.

Write Your Own Review

You're reviewing: WSQ - Practical Design of Experiment (DoE) for Engineers and Researchers

How do you rate this product? *

	1 star	2 stars	3 stars	4 stars	5 stars
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment

*Nickname
*Summary of Your Review
*Review
*Please type the letters below
Attention: Captcha is case sensitive.

You May Be Interested In These Courses

WSQ - Project Management with Generative AI (GenAI)

7 Review(s)

$900.00 (GST-exclusive)

$981.00 (GST-inclusive)

WSQ - Statistical Process Control (SPC) in Manufacturing

16 Review(s)

$350.00 (GST-exclusive)

$381.50 (GST-inclusive)

WSQ - Certified Lean Six Sigma Green Belt (CLSSGB) Training

3 Review(s)

$630.00 (GST-exclusive)

$686.70 (GST-inclusive)

WSQ - Continuous Process Improvement with FMEA

1 Review(s)

$630.00 (GST-exclusive)

$686.70 (GST-inclusive)

WSQ - Fundamentals of Semiconductor Device Physics and Process Integration

1 Review(s)

$800.00 (GST-exclusive)

$872.00 (GST-inclusive)

WSQ - Process and Design FMEA

9 Review(s)

$900.00 (GST-exclusive)

$981.00 (GST-inclusive)

About Us

Tertiary Courses, founded in 2014, specializes in providing modular, skill-based courses tailored to Industry 4.0. We are WSQ Approved Training Organization (ATO), and IBF Approved ATO.. We are also Authorized Microsoft Learning Partner, Autodesk Authorized Training Center (ATC), Pearson Vue Authorized Test Center and Kryterion Authorized Testing Center. We offer a comprehensive range of training, certification prep and certification exam services. Additionally, we are a registered supplier with Singapore GeBiz, further solidifying our position as a trusted educational institution in the region.

Training Grants and Subsidies

We have various grants and subsidies for different courses. Please check the respective funding available on individual course page.

WSQ: Company and Singaporeans/PR can apply WSQ 70-90% funding depending on eligibility
SkillsFuture Enterprise Credit (SFEC) - Eligible Singapore-registered companies can tap on $10000 SFEC to cover up to 90% of out-of-pocket expense
SkillsFuture Credit: All Singaporeans aged 25 and above can use their $500 SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses.
IBF-STS Companies and Singaporeans/PR can apply IBF-STS 70-90% funding depending on eligibility
UTAP: NTUC members enjoy 50% subsidy for unfunded course fee support for up to $250 each year when you sign up for courses supported under UTAP
SGTech STAR Fund: SGTECH members enjoy $500 grant per pax for SGTech STAR courses