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Enhance Your Employability with Certified Skills and Courses in Singapore - WSQ , IBF-STS, Skills Certification

Process Improvement with Design of Experiment (DOE)

Embrace a comprehensive exploration into the dynamic realm of Design of Experiment (DOE) and its pivotal role in process improvement. Our course meticulously unveils the theory, methodology, and practical application of DOE, ensuring participants are well-versed with the principles, applications, and the inherent limitations of various statistical techniques involved. With expert insights and real-world examples, attendees will grasp the essentials of designing experiments aimed at refining processes, and then move on to the crucial tasks of analyzing and interpreting the results, all while having a firm foundation to develop plans that optimize processes to their fullest potential.

Furthermore, the course offers a thorough examination of the experimentation process, complemented by a brief yet insightful introduction to the utility of statistical software in data analysis. This holistic approach ensures that learners are equipped with the necessary tools and knowledge to validate and champion the DOE methodology in real-world scenarios. At Tertiary Courses, we believe in empowering our attendees to spearhead innovation and ensure their business processes are not just efficient, but exemplary.

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

No funding is available for this course

For WSQ funding, please checkout the details at WSQ - Process Performance Improvement with Six Sigma

Course Code: C950

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.

$600.00 (GST-exclusive)
$654.00 (GST-inclusive)

Course Date

Course Time

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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 Introduction to Design of Experiment

  • What is Design of Experiment (DoE)?
  • DoE vs OFAT Experiments
  • Comparative Experiments
  • Basic Principles of DoE
  • Terminology of DOE
  • Types of DoE

Topic 2 Factorial Experiments

  • What is Factorial Experiments
  • Two Level Factorial Design
  • Blocking and Replication
  • Analysis Factorial Experiments
  • Fractional Factorial Experiments
  • Confounding Effects and Resolution Types
  • Available Two Level Factorial Designs
  • Factorial Design with Center Points

Topic 3 Response Surface Method

  • What is Response Surface Method (RSM)?
  • Central Composite Design (CCD)
  • CCD Analysis

Topic 4 Mixture and Taguchi Designs

  • What is Mixture Design?
  • Components
  • Simplex Centroid Design
  • What is Taguchi Design?
  • Signal and Noise Factors
  • Catalogue of Taguchi Designs
  • Optimisation of Taguchi Designs

Course Info

Nil

Job Roles

  • Process Engineer
  • Quality Assurance Manager
  • Manufacturing Engineer
  • Operations Manager
  • Production Manager
  • R&D Scientist
  • Six Sigma Black Belt
  • Lean Manufacturing Specialist
  • Industrial Engineer
  • Continuous Improvement Manager
  • Quality Control Specialist
  • Operations Research Analyst
  • Supply Chain Analyst
  • Project Manager
  • Business Process Consultant

Trainers

WSQ Statistics Trainer

Dr. Alvin Ang did his Ph.D., Masters and Bachelors from NTU, Singapore. Previously he was a Principal Consultant (Data Science) as well as an Assistant Professor. He was also 8 years SUSS adjunct lecturer. His focus and interest is in the area of real world data science. Though an operational researcher by study, his passion for practical applications outweigh his academic background. He owns a startup externally.

WSQ Statistics TrainerKhoo Yong graduated from NTU with a bachelor degree in Mechanical and Production Engineering. Currently, working as a principal engineer in one of the top 3 Semiconductor Manufacturing Pure-Play Foundry in the world, he is a statistician support Operations and Engineering, driving the Statistical Process Control Program in the Fab. He specializes in Statistics , basic Excel and advance Excel, including excel macro coding. He regularly conduct Statistical Process Control Courses in the company. He is a certified ACTA Trainer ( Advance Certificate in Training and Accessing) as well as a certified Black Belt.

Mr. Chee Wing Onn, Eddy has over 30 years of working experience in the field of quality assurance and reliability in the semiconductor fabrication, semiconductor equipment manufacturing and consumer electronic manufacturing sectors which include being in a Managerial position, ISO Management Representative and Lead Auditor in ISO9001, ISO14001 and TS16949 in the company. Prior to being a Management System Consultant, he has worked for various MNC companies. He has conducted numerous second party audits in his many years in the industry.

Mr. Chee is a Certified Practising Management Consultant by SBACC and currently the Managing Consultant of Excellence Consulting & Q-Training Services Pte Ltd which provides professional consultancy and training services in management systems,

He is qualified and experienced consultant specializing in quality, environmental and safety management system consultancy and training. He has assisted many organizations from equipment manufacturing, precision machining, construction, architectural, healthcare, trading, logistic, financial, M&E, and other service sectors in ISO 9001 Quality Management System, ISO 14001 Environmental Management System, AS9100D Aerospace Quality Management System, ISO 13485 Medical Device. Quality Management System, IATF 16949 Quality Management System, ISO 45001 Occupational Health & Safety Management System and ISO 22301:2012 Business Continuity Management System.

He has sound knowledge and application of quality improvement techniques including conducted inhouse training for companies on Basic Statistics for Engineers, APQP, PPAP, Control Plan, FMEA, MSA, SPC, DOE, 8D problem solving, 5S, Design of Experiments, QC 7 Tools, PDCA, as well as awareness and internal auditor training for the management systems.

FMEA TrainerHo Kum Chuen is an accomplished six sigma MBB with more than 15 years experience in process improvement with a multinational company. During these years he had trained hundreds of black belts and green belts in lean and six sigma methodology. His experience also include the training and consultation of the IATF16949 core tools ( APQP, FMEA, MSA, SPC and PPAP) to meet the required certification.

A Chartered Engineer registered in UK , Kum Chuen had also held various engineering managerial positions in the electronic manufacturing industries

Customer Reviews (17)

will recommend Review by Course Participant/Trainee
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
. (Posted on 3/21/2024)
will recommend Review by Course Participant/Trainee
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
. (Posted on 3/21/2024)
will recommend Review by Course Participant/Trainee
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
. (Posted on 3/15/2024)
will recommend Review by Course Participant/Trainee
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
. (Posted on 3/15/2024)
will recommend Review by Course Participant/Trainee
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
Getting a list of programs/software we will need for the course on our PC would be good beforehand. (Posted on 11/29/2023)
will recommend Review by Course Participant/Trainee
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
Dr Alvin Ang is knowledgeable and funny educator , which make the course wont be too boring. He can explain well on those four functions in the DOE and let us time to practice on it. he also explain on Annova to make us understand them well. (Posted on 11/29/2023)
will recommend Review by Course Participant/Trainee
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
. (Posted on 11/29/2023)
will recommend Review by Course Participant/Trainee
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
Trainer is passionate and require knowledge in DOE field. He share a lot of exercise and able to answer whatever question we asked. (Posted on 11/29/2023)
will recommend Review by Course Participant/Trainee
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
Getting a list of programs/software we will need for the course on our PC would be good beforehand. (Posted on 11/28/2023)
will recommend Review by Course Participant/Trainee
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
Dr Alvin Ang is knowledgeable and funny educator , which make the course wont be too boring. He can explain well on those four functions in the DOE and let us time to practice on it. he also explain on Annova to make us understand them well. (Posted on 11/28/2023)
will recommend Review by Course Participant/Trainee
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
I thoroughly enjoyed Dr. Alvin's course; his teaching methods were truly effective. I appreciate his openness to questions and discussions Dr. Alvin's shared notes, and techniques, especially through platforms like WhatsApp, added an extra layer of accessibility to the learning experience. I highly recommend Dr. Alvin's course to anyone seeking DOE course. (Posted on 11/28/2023)
will recommend Review by Course Participant/Trainee
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
I recently attended Dr. Alvin Ang's 2-day Design of Experiments (DOE) short course, and it was truly outstanding. Dr. Ang's expertise and passion for the subject made the learning experience exceptional. His teaching style was engaging, breaking down complex concepts effortlessly and using real-world examples to enhance understanding.

The course content was well-structured, covering a broad range of topics without overwhelming participants. Dr. Ang encouraged interaction and questions, creating a collaborative and enjoyable learning environment. What stood out was his emphasis on practical applications, bridging theory and real-world scenarios seamlessly.

Dr. Ang's clear communication and teaching precision made complex statistical concepts accessible to all participants. As someone with a basic understanding of DOE, I left the course with newfound confidence and practical tools for application in my projects.

In conclusion, Dr. Alvin Ang is an outstanding DOE trainer. His expertise, engaging teaching style, and practical approach make him highly recommended. The course was not only informative but also enjoyable, thanks to Dr. Ang's dedication to empowering participants with valuable DOE skills. (Posted on 11/20/2023)
will recommend Review by Course Participant/Trainee
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
Dr Alvin Ang was very informative and helpful in explaining and teaching the subject at hand. He was very patient to listen to my question and answer to them really well. He taught me through the basics and understanding of statistics which is fundamental to the course. Very good lesson with him. Highly recommend. (Posted on 4/25/2023)
Dr. Alvin is a dedicated trainer who tries his very best to deliver lessons effectivel Review by Course Participant/Trainee
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
Dr. Alvin is a dedicated trainer who tries his very best to deliver lessons effectively. Despite the fact that we come from all walks of life, he is able to see things from our perspectives and recommended ways of how we can apply DOE in our course of work.

Dr. Alvin has a jovial personality who never fails to create a light-hearted atmosphere in his class. He has the ability to create a stress-free, positive learning environment which allows us to focus better and it definitely promoted meaningful learning experiences for all of us. (Posted on 6/21/2022)
Dr Alvin did his best to make the course material simple Review by Course Participant/Trainee
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
Dr Alvin did his best to make the course material simple to understand and most relevant to my learning. He has in-depth knowledge of the subject thus he does not read from slides and makes the learning very lively.
I will strongly recommend engineers to do this course as a good foundation to understanding the use of Minitab and it’s use. (Posted on 4/13/2022)
will recommend Review by Course Participant/Trainee
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
Dr. Alvin delivered the course quite nicely with first hand insights from his own experiences and expertise. I do appreciate his sharing about the mathematics behind DOE principles and all his notes. All are insightful and valuable. Thank you very much for offering this niche course. (Posted on 3/6/2022)
Good Review by Course Participant/Trainee
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
Good Enough (Posted on 4/17/2021)

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