01Day 1 · 3 training hours
Generative AI Principles and Applications
- Capabilities and limitations
- Business use cases
- Responsible AI, data privacy and human oversight
SkillsFuture Funded Course
GenAI Builder Sprint:
build & deploy your first AI app.
A practical course for learning how to configure, evaluate and apply existing generative AI models, including vibe coding and AI-assisted app development.
S$1,600 excl. GST Funding subject to eligibility
2 daysClassroom programme with assessment
12 + 2Training hours + assessment hours
SkillsFuture Funded CourseFunding subject to eligibility
TGS-2026066909Course reference
See the course in 30 seconds
COURSE OVERVIEW
Built for practice.
GenAI Builder Sprint introduces existing generative AI models as tools for developing simple business applications. Participants identify suitable use cases, configure models, evaluate results and use AI-assisted development tools to build and deploy an application.
It is not a programme for training complex machine learning models from scratch. It is intended for non-technical and semi-technical professionals whose work may benefit from practical generative AI.
WHAT YOU WILL LEARN
Skills you will pick up
- Generative AI Application Development and Deployment
- Generative AI Model Development and Fine Tuning
- Generative AI Model Evaluation
- Generative AI Principles and Applications
SUITABILITY
Who should attend?
This course is designed for business professionals, managers, executives and operational staff who want to use generative AI to improve or automate everyday business processes without becoming AI or machine learning engineers. It is particularly suitable for professionals working in administration, operations, human resources, sales, marketing, customer service, education, finance and other business support functions who can identify workplace problems or repetitive processes that could benefit from AI-assisted solutions. The course is also suitable for entrepreneurs, small business owners, educators and process owners who want to prototype simple AI applications for their organisations.
Previous AI, machine learning or coding experience is not required. Formal academic or professional entry requirements still apply.
MINIMUM ENTRY REQUIREMENT
At least a Level 3 professional qualification, an Advanced Certificate or equivalent.
UCC will confirm eligibility and suitability before enrolment. Please do not assume that a beginner-friendly course has no formal prerequisites.
Business owners
Managers & teams
Working professionals
Educators & process owners
THE APPROVED SYLLABUS
A four-module learning journey.
02Day 1 · 3 training hours
Model Development and Fine-Tuning
- Model selection and configuration
- Prompt engineering, examples and grounding
- Model adaptation approaches
03Day 2 · 3 training hours
Generative AI Model Evaluation
- Quality and performance criteria
- Test cases, error analysis and improvement
- Reliability and business acceptance
04Day 2 · 3 training hours
Application Development and Deployment
- Application architecture and integration
- Vibe coding and AI-assisted development
- Testing, deployment and operational considerations
Total: 12 hours of classroom-facilitated training plus 2 hours of practical and written assessment. Actual dates depend on the confirmed course run.
TRAINING & ASSESSMENT
Learn. Practise. Check.
Focused explanation
Short lectures introduce key AI terminology, limitations and business considerations.
Guided application
Discussion, walkthroughs and structured exercises connect concepts to workplace use cases.
Assessment
The programme includes practical and written examinations to evaluate the approved learning outcomes.
FEES & SUPPORT
Know your course details.
From S$300* with SkillsFuture Credit
*Estimated payable before GST for eligible Singapore Citizens using S$500 SkillsFuture Credit, as shown on MySkillsFuture. Funding subject to eligibility.
FULL COURSE FEE
- Full course fee
- S$1,600 excl. GST
- SkillsFuture course fee subsidy (shown on MySkillsFuture)
- -S$800
- SkillsFuture Credit
- Can offset up to S$500 for Singapore Citizens with full base credit
Estimated payable from S$300 (before GST), per MySkillsFuture. Your actual fee depends on eligibility and credit balance.
Correct as at 8 November 2026. View on MySkillsFuture
Government course fee support, where eligible, depends on the course run and learner or employer circumstances.
COURSE REFERENCETGS-2026066909
FUNDINGSkillsFuture Funded Course
HOW IT RUNSClassroom facilitated · English
HOW YOU ARE ASSESSEDPractical and written examinations
NEXT RUN3 December 2026
UPCOMING RUNS
Choose a run.
All runs: 37 Middle Road, #05-00 UWEEI Building, Singapore 188946
- Next runDec 20263-4 DecThu-FriRegistration closes 2 DecApply for this date
- Dec 202610-11 DecThu-FriRegistration closes 9 DecApply for this date
- Jan 20277-8 JanThu-FriRegistration closes 6 JanApply for this date
- I'm flexible, contact meWe will suggest the next suitable run.Contact me
- Jan 202721-22 JanThu-FriRegistration closes 20 JanApply for this date
- Feb 202711-12 FebThu-FriRegistration closes 10 FebApply for this date
- Mar 20274-5 MarThu-FriRegistration closes 3 MarApply for this date
FREQUENT QUESTIONS
Course FAQ.
Is this the same as a Vibe Coding course?
Vibe coding is taught in the final application-development module. The approved programme also includes generative AI principles, model configuration and evaluation.
Will I learn to build AI models from scratch?
No. The course concentrates on configuring and applying existing models to develop simple business applications.
What happens during assessment?
The approved training plan includes practical and written examinations, totalling two assessment hours.
Is there a fixed subsidised fee for everyone?
No. Eligibility and funding arrangements vary. The recorded full fee is S$1,600 excluding GST.
Can my company send employees?
Yes, subject to the applicable course and funding conditions. This course runs as public classes. Companies can book seats for their staff in a scheduled class.
LEARN MORE
New to AI? Start here.
AI learning pathway
Four layers from AI user to AI governance, with a short self-check to find where you should start.
AI glossary
Plain-English definitions of 44 common AI terms, from LLM and RAG to AI governance and the PDPA.
START HERE
Ready to build & deploy?
Confirm the next run, your entry eligibility and the applicable fee before enrolling.
