Intelligent Inspection for Digital Manufacturing* (24 hours)

Banner_Intelligent Inspection for Digital Manufacturing
*This is a non-WSQ module.

In Industry 4.0, digital technologies make manufacturing more agile, flexible and responsive to the customers. Nowadays, it is able to have a smart and digital factory where advanced technologies (IoT, 5G, Machine Learning, Deep Learning, etc.) work together to optimize the manufacturing process and improve customer satisfaction.

Machine vision systems together with automated image-based analysis offer manufacturers a certain level of assurance in product quality inspection. For inspection in quality assurance process, deep learning turn out to be a game changer as it is powerful in the way of mimicking human intelligence to distinguish anomalies in complex patterns.

About the Programme

The attendees will become familiar with the principles of deep learning technologies. The process to develop a deep learning model which work as expected will be described in the course. Typical applications using deep learning technologies and deep learning research directions will be discussed and explained.

This course consists of 3 full-day sessions covering hands-on session using both commercial software and open source networks for developing deep learning models. This would enhance the understanding of deep learning principles. At the end of the course, the attendees will be able to develop deep learning models for their potential inspection applications.

Who Should Attend

This course is relevant for business owners and management with intention to have a first understanding of or to develop capability of deep learning for industry intelligent inspection applications.

Moreover, it is applicable to Individuals and staff who are currently employed or wish to be employed in visual inspection/image processing related fields, seeking to have a first understanding of the deep learning technologies. A typical candidate profile could be:

  • Quality Control Manager/Engineer
  • Machine Learning Engineer
  • Production Supervisor/Manager


Our webinar was held on 25 May 2022 to offer an introduction to this course. You can also watch our webinar's video recording at our YouTube webpage.
watch playback

Course Outline

Course Outline

The programme employs the Learn-Practise-Implement™ (LPI™) pedagogy, where fundamental knowledge and principles taught will be reinforced with hands-on practices.

Outline - Intelligent Inspection

Brochure and Registration

Intelligent Inspection for Digital Manufacturing - Cover Page3

download brochureapply now

Please register for this course under 1. Modular Programmes > 2. Digitalisation > 3. Intelligent Inspection for Digital Manufacturing in the online registration form.

Upon Completion of This Course


Participants will be awarded with a Certificate of Attendance (COA) by ARTC if they meet the following criteria:

  • Achieve at least 75% course attendance;
  • Take all assessments; and
  • Pass the course.

Pre-Requisites, Full and Nett Course Fees


  • Applicants should possess a degree in any discipline or a diploma with a minimum of 3 years of related working experience.
  • Applicants who do not have the required academic qualifications are still welcome to apply, but shortlisted candidates may be required to attend an interview for special approval.
  • Proficiency in written and spoken English.

Full Course Fee

The full course fee for this module is $1,920 before funding and prevailing GST.

Nett Course Fee

Singapore Citizens
(39 yrs old or younger), SPRs or LTVP+ Holders
Singapore Citizens
(40 yrs or older)²
Enhanced Training Support
for SMEs¹
$2,054.40 $616.32 $232.32
All fees are inclusive of prevailing GST.

Please note that fees and funding amount are subject to change.

  • Long Term Visit Pass Plus (LTVP+) Holders
    The LTVP+ scheme applies to lawful foreign spouses of Singapore Citizens with (i) at least one Singapore Citizen child or are expecting one from the marriage, or at least three years of marriage, and (ii) where the Singapore Citizen sponsor is able to support the family.

    All LTVP+ holders can be identified with their green visit pass cards, with the word ‘PLUS’ printed on the back of the card.

    Singaporeans aged 25 years old and above are eligible for SkillsFuture Credit which can be used to offset course fees (for self-sponsored registrations only).

    For more information on the SkillsFuture funding schemes you are eligible for, please visit

  • How course fees are calculated

    Fees Breakdown

    Contact Us

    Brochure and Registration

    Intelligent Inspection for Digital Manufacturing - Cover Page3

    download brochureapply now

    Please register for this course under 1. Modular Programmes > 2. Digitalisation > 3. Intelligent Inspection for Digital Manufacturing  in the online registration form.


    Skills Course Reference Number  Training Period
    (Click on dates to view brochure)

    Registration Status
    Intelligent Inspection for Digital Manufacturing (24 hours)
    TGS-2022010873 FDNew dates to be announced soonOpen
    : Full Day  AM
    : Morning PM
    : Afternoon EVE
    : Evening