Course Schedule
About Course
Course Structure
Entry Requirements
Financial Matters
Course Schedule
- Registration Period 01 Dec 2025 - 28 Feb 2026
- Course Date 20 Apr 2026 - 30 Sep 2026
- Venue NGEE ANN POLYTECHNIC
- Schedule Info Ngee Ann Polytechnic reserves the right to reschedule / cancel any programme, modify the fees and amend information without prior notice.
Classes Day: Every Mon or Thurs
Time: 6pm to 10.30pm
Mode of training: Classroom, Synchronous eLearning
Recommended that learners have prior knowledge of Python programming before enrolling in other modules. If learners do not have a background in Python programming, they are encouraged to take Programming for Analytics first.
Time: 6pm to 10.30pm
Mode of training: Classroom, Synchronous eLearning
Recommended that learners have prior knowledge of Python programming before enrolling in other modules. If learners do not have a background in Python programming, they are encouraged to take Programming for Analytics first.
About Course
Course Objectives
In this module, the basics of visual generative models for creating images and their various applications will be introduced. Learners will get a chance to explore Generative AI models, including popular ones like Generative Adversarial Networks (GANs), which help in generating images and videos. This module will provide learners with opportunities to create simple application with these models in image processing. Through the experiential learning approach, learners will implement the Generative AI models by coding with related libraries. Additionally, learners will be introduced to Prompt Engineering and AI Ethics.Course Description
In this module, you will:1. Understand the basics of visual generative models for image creation.
2. Explore Generative AI models like GANs for generating images and videos.
3. Create simple applications using these models in image processing.
4. Implement Generative AI models through coding with relevant libraries.
5. Learn about Prompt Engineering and AI Ethics.
Course Structure
TPG course reference No.
TGS-2023038933
Visual Generative AI Application - Part of Post Diploma Certificate in Deep Learning and Applied Generative AI (SDGAI)
Entry Requirements
Condition 1
Highest qualification
Local Polytechnic Diploma in any discipline. or
Condition 2
Highest qualification
Recognised Bachelor's Degree in any discipline. or
Condition 3
Working experience
At least 1 year of relevant work experience.- You are required to have working knowledge of Microsoft Office e.g. Word, Excel and PowerPoint. Learners enrolled into the course are expected to bring along their personal laptop.
Required Specifications for Laptop Computers
• Processor: Intel Core i7 or AMD Ryzen 7 Series
• RAM: 16 GB (32 GB recommended)
• Storage Device: 1 TB Solid State Drive (SSD) or above
• Operating System: Microsoft Windows 11
• Communication platform: Microsoft TEAMS (mandatory to have this tool installed in the laptop)
Financial matters
Course fees payable (incl. GST & excl. supplementary fee)
| Description | Visual Generative AI Application - Part of Post Diploma Certificate in Deep Learning and Applied Generative AI (SDGAI) | Total course fee |
|---|---|---|
| Full Course fee | $1,377.49 | $1,377.49 |
| PR Sponsored by SME | $160.49 | $160.49 |
| Singapore Citizen Sponsored by SME | $160.49 | $160.49 |
| Singapore Citizen Aged 40 & Above | $160.49 | $160.49 |
| Long-Term Visit Pass Plus | $413.24 | $413.24 |
| Singapore PR | $413.24 | $413.24 |
| Singapore Citizen Aged Below 40 | $413.24 | $413.24 |
GST rate
The course fees payable above are inclusive of 9% GST rate.
Payment option
The first payment needs to be made after accepting the offer.
Allowed payment by
The course fee allows to be paid by:
Post-Secondary Education Account (Adhoc withdrawal form);
SkillsFuture Credits (SFC);
Credit card (e-payment);
Debit card (e-payment);
PayNow (e-payment).
Important note: All course fees are determined based on prevailing funding policies and subject to review and revision annually.
Post-Secondary Education Account (Adhoc withdrawal form);
SkillsFuture Credits (SFC);
Credit card (e-payment);
Debit card (e-payment);
PayNow (e-payment).
Important note: All course fees are determined based on prevailing funding policies and subject to review and revision annually.
Nett Supplementary Fees Payable
- GPA Insurance Fee S$2.11,subject to GST,fees payable S$2.30 Allow payment by Post-Secondary Education Account (Adhoc withdrawal form); Allow payment by Post-Secondary Education Account (Standing order form)
- Other Fees S$7.43,subject to GST,fees payable S$8.10 Allow payment by Post-Secondary Education Account (Adhoc withdrawal form); Allow payment by Post-Secondary Education Account (Standing order form)
Refund and withdrawal policy
- Please note that a 100% refund will be available if the withdrawal request is submitted more than or equal to 14 days before the course start date.
- Please note that a 50% refund will be available if the withdrawal request is submitted less than 14 days before the course start date.
- Please note that no refund will be available if the withdrawal request is submitted on or after the course start date.
Remarks
Company Sponsorship
If your employer is sponsoring your course fee, please refer to this guide to link your company's Corppass to the STEP Corppass e-Service first. Your company will need to generate sponsorship link for you to register for the course.
For more details, please refer to the step-by-step guide to enrol, track and manage employee's learning activities and other services.