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AI course directory Singapore: compare 534+ programmes

Every artificial intelligence, machine learning and data course we track from 16 Singapore training providers — 106 with SkillsFuture funding signals, real fees, durations and direct links to each provider's official page. Providers with the most complete open course details are listed first, so you can actually evaluate a course before clicking away.

AI Course SG is an independent Singapore aggregator — not a training provider. This directory tracks the full market of AI courses from 16 training providers including Aventis Learning Group, Genetic Computer School, Vertical Institute, verifies SkillsFuture funding signals against provider pages, and computes indicative net fees. We do not deliver courses ourselves, and inclusion here is not an endorsement.

Last updated: 2026-10-31 · details verified: tp-cet-2026-09-20

Generative AI (113)Data & Analytics (81)LLM Tools (53)Prompt Engineering (45)AI Agents (36)Machine Learning (29)Marketing (29)Automation (25)Cybersecurity (23)Sustainability (12)FinTech (12)Python (9)
Best AI courses in Singapore 2026 →Our shortlist of the strongest programmes, provider by provider.SkillsFuture AI courses guide →Which courses are claimable and how much you actually pay.AI course price comparison →Typical fees by provider, funding rules and net prices.

SMU Academy (163 courses)

SkillsFuture-approved training provider

View all 163 SMU Academy courses →

SP PaCE (Singapore Polytechnic) (70 courses)

SkillsFuture-approved training provider

View all 70 SP PaCE (Singapore Polytechnic) courses →

NTU Continuing Education (48 courses)

SkillsFuture-approved training provider
ntu cep

Fm Ccds Raai Caieg In AI Ethics And Governance

See provider for details

The Certificate in AI Ethics and Governance, a joint certification between Nanyang Technological University (NTU), Singapore and the Singapore Computer Society (SCS), aims to recognise and certify professionals in AI Ethics and Governance.This certificati

S$10,900Details →
ntu cep

Fm Ccds Raai Crgaig In Responsible Generative AI Governance

See provider for details

The Certificate in Responsible Generative AI Governance, a joint certification between Nanyang Technological University (NTU), Singapore and the Singapore Computer Society (SCS), aims to recognise and certify professionals in Responsible Generative AI Gov

S$10,900Details →
ntu cep

Fm Coe Eee Sp Ee6406 Analytic Ensemble Machine Learning

See provider for details

This course offers a foundational overview of machine learning, examining both analytic and ensemble approaches. Beginning with basic concepts, the course then progresses to linear regression, classification, kernel-based techniques. Learners will then ex

ntu cep

Fm Coe Eee Sp Ee6407 Genetic Algorithms Machine Learning

See provider for details

This course approaches the tackling of complex and real-world problems with genetic algorithms and machine learning. Learners will explore optimisation techniques using genetic algorithms for solving challenges with mixed real-integer variables, numerous

View all 48 NTU Continuing Education courses →

Vertical Institute (38 courses)

SkillsFuture-approved training provider
vertical institute
Data & AnalyticsGenerative AI

Key Skills Data Analytics

21 hours · Absentee Payroll · Sfec

Vertical Institute runs Key Skills Data Analytics — a structured, provider-published curriculum. delivered over 21 hours. Funding signals detected: SkillsFuture-claimable, UTAP-supported — confirm your exact net price on the provider page. suited to professionals in media marketing.

vertical institute
Data & AnalyticsGenerative AI

Social Media Data Analytics

3 hours · Absentee Payroll · Sfec

Vertical Institute runs Social Media Data Analytics — a structured, provider-published curriculum. delivered over 3 hours. Funding signals detected: SkillsFuture-claimable, UTAP-supported — confirm your exact net price on the provider page. suited to professionals in media marketing.

See providerDetails →
vertical institute
Data & AnalyticsPython

Python Course for Data Science

21 hours · Mid-Career · Sfec

Vertical Institute runs Python Course for Data Science — a structured, provider-published curriculum. delivered over 21 hours. Funding signals detected: SkillsFuture-claimable, UTAP-supported — confirm your exact net price on the provider page.

vertical institute
Generative AILLM Tools

Gen AI Certification Online

14 days · Absentee Payroll · Sfec

Join the beginner-friendly Gen AI Certification Online with subsidies up to 70%. SkillsFuture Credit-eligible. Get certified in 22 hours. Apply now.

See providerDetails →
vertical institute
Generative AICybersecurity

Part Time AI Course in

21.5 hours · Mid-Career · Sfec

Vertical Institute runs Part Time AI Course in — a structured, provider-published curriculum. delivered over 21.5 hours. Funding signals detected: SkillsFuture-claimable, UTAP-supported — confirm your exact net price on the provider page. suited to professionals in media marketing.

See providerDetails →
vertical institute
Prompt EngineeringGenerative AI

Prompt Engineering Course

21.5 hours · Absentee Payroll · Sfec

Join the Prompt Engineering Course Singapore and learn from beginner to advanced prompting in 22 hours. Subsidies up to 70%. Apply now.

See providerDetails →

View all 38 Vertical Institute courses →

Temasek Poly CET (36 courses)

SkillsFuture-approved training provider
tp cet

Specialist Diploma in AI Solutions Development

2 days · Skillsfuture

Temasek Poly CET runs Specialist Diploma in AI Solutions Development — a structured, provider-published curriculum. delivered over 2 days. Funding signals detected: SkillsFuture-claimable — confirm your exact net price on the provider page. suited to professionals in education training.

See providerDetails →
tp cet
Data & Analytics

Specialist Diploma in AI Driven Data Analytics

2 days · Skillsfuture

Temasek Poly CET runs Specialist Diploma in AI Driven Data Analytics — a structured, provider-published curriculum. delivered over 2 days. Funding signals detected: SkillsFuture-claimable — confirm your exact net price on the provider page. suited to professionals in manufacturing engineering and education training.

See providerDetails →
tp cet

Specialist Diploma in Creative Strategy and Content with AI

3 days · Skillsfuture

Temasek Poly CET runs Specialist Diploma in Creative Strategy and Content with AI — a structured, provider-published curriculum. delivered over 3 days. Funding signals detected: SkillsFuture-claimable — confirm your exact net price on the provider page. suited to professionals in media marketing.

See providerDetails →
tp cet
Machine LearningCloud

Fundamentals of Cloud Computing and Machine Learning

See provider for details

Temasek Poly CET runs Fundamentals of Cloud Computing and Machine Learning — a structured, provider-published curriculum. suited to professionals in education training and infotech telecom.

See providerDetails →

View all 36 Temasek Poly CET courses →

Kaplan Singapore (26 courses)

SkillsFuture-approved training provider
kaplan
Data & Analytics

Bachelor of Data Analytics in Business Intelligence

16 months · Utap

Double the Advantage. Gain in-depth expertise across two specialisations and stand out in today’s competitive job market. Complete Your Degree within 16 months 1 . Accelerate your studies and start your career sooner. Flexible Study Schedule 2 . Plan your own timetable and study at your own pace — perfect for busy learners.

from S$250Details →

View all 26 Kaplan Singapore courses →

Equinet Academy (23 courses)

SkillsFuture-approved training provider
equinet academy
Data & AnalyticsGenerative AI

Data Analytics Capstone Course

1 day · Mid-Career · Skillsfuture

Analyse organisational data, build a stakeholder-ready dashboard and turn evidence into a portfolio-ready business recommendation.

equinet academy
Data & AnalyticsGenerative AI

Data Analytics and Data Literacy Essentials Course

1 day · Course Fee Funding · Mid-Career

Turn confusion into confidence with data. Hands-on data analytics and literacy essentials from active practitioners. Up to 70% SkillsFuture funding, with post-training support.

from S$100Details →
equinet academy
Generative AILLM Tools

AI Video Image Creation Course

2 days · Course Fee Funding · Mid-Career

Stop generating, start directing. Learn AI video and image creation hands-on from active practitioners, with alumni access. Up to 70% funding.

from S$100Details →
equinet academy
AutomationGenerative AI

Openclaw AI Productivity Automation Course

2 days · Course Fee Funding · Mid-Career

Build, deploy and own your AI agent in 2 days. Up to 70% funding. Hands-on OpenCLAW training taught by active practitioners, with support.

from S$100Details →
equinet academy
MarketingGenerative AI

Digital Marketing Strategy Course

2 days · Course Fee Funding · Mid-Career

Learn proven digital marketing strategies in this 2-day hands-on AI-Driven Digital Marketing Strategy Course. delivered over 2 days. Funding signals detected: SkillsFuture-claimable, mid-career enhanced subsidy — confirm your exact net price on the provider page. suited to professionals in media marketing.

from S$100Details →

View all 23 Equinet Academy courses →

Republic Polytechnic CET (14 courses)

SkillsFuture-approved training provider
rp cet

Specialist Diploma in Edtech Design with Ai Course

See provider for details

The Specialist Diploma in EdTech Design with AI (SDEDA) focuses on equipping learners with applied capabilities to design, develop, and evaluate technology‑enhanced learning (TEL) experiences that are pedagogically sound, learner‑centred, and informed by data and analytics.

See providerDetails →
rp cet
Data & AnalyticsMarketing

Specialist Diploma in Marketing Analytics and Insights Course

See provider for details

The Specialist Diploma in Marketing Analytics and Insights enables diploma graduates and marketing practitioners to gain critical knowledge and skills in frontier areas such as data analytics, marketing research, and behavioural insights, thereby gaining an employability edge in relevant fields.

See providerDetails →

View all 14 Republic Polytechnic CET courses →

SIM Professional Development (11 courses)

SkillsFuture-approved training provider
sim pd

AI X Innovation Hackathon Workshop

1 day · Skillsfuture

SIM Professional Development runs AI X Innovation Hackathon Workshop — a structured, provider-published curriculum. the course runs 1 day and leads to Diploma. Funding signals detected: SkillsFuture-claimable — confirm your exact net price on the provider page. suited to professionals in logistics transport.

See providerDetails →
sim pd

AI Dea Phase 1

2 days · Skillsfuture

SIM Professional Development runs AI Dea Phase 1 — a structured, provider-published curriculum. the course runs 2 days and leads to Diploma. Funding signals detected: SkillsFuture-claimable — confirm your exact net price on the provider page. suited to professionals in financial services and retail ecommerce.

from S$300Details →

View all 11 SIM Professional Development courses →

Ngee Ann Poly CET (11 courses)

SkillsFuture-approved training provider
np cet
Generative AI

Generative AI for Business Leaders

14 hours · Skillsfuture

This course empowers business executives and professionals to confidently apply Generative AI in their work — no technical background required. You’ll learn how to identify AI opportunities, streamline workflows, boost productivity, and make smarter decisions using real-world tools and case studies.

See providerDetails →
np cet

Smart Artificial Intelligence Manufacturing Np Astar

Mid-Career · Skillsfuture

Applications for the SDSM are now open , starting with the Post-Diploma Certificate in Smart Manufacturing Automation & Analytics which will lead towards 2 tracks , one in AI and Analytics , the other in Secure Automation . Scroll down for more details.

See providerDetails →
np cet
Generative AIMarketing

Generative Artificial Intelligence AI for Marketing and Public Relations Professionals

14 days · Mid-Career · Skillsfuture

The detailed timetable will only be released upon enrolment and closer to the course commencement date. For self-sponsored applicant, you may proceed to apply after signing in with Singpass / Student ID. For company-sponsored applicant, please approach your company HR to put in the application via the company portal using Corppass at STEP

from S$203Details →
np cet
Data & AnalyticsGenerative AI

Mathematics for Data Analytics Asynchronous

14 days · Mid-Career · Skillsfuture

The detailed timetable will only be released upon enrolment and closer to the course commencement date. For self-sponsored applicant, you may proceed to apply after signing in with Singpass / Student ID. For company-sponsored applicant, please approach your company HR to put in the application via the company portal using Corppass at STEP

from S$114Details →
np cet
Data & AnalyticsGenerative AI

Artificial Intelligence and Data Analytics Classroom Asynchronous

14 days · Mid-Career · Skillsfuture

The detailed timetable will only be released upon enrolment and closer to the course commencement date. For self-sponsored applicant, you may proceed to apply after signing in with Singpass / Student ID. For company-sponsored applicant, please approach your company HR to put in the application via the company portal using Corppass at STEP

from S$183Details →
np cet
Generative AIData & Analytics

Specialist Diploma in Digital Branding Social Media Strategies

14 days · Skillsfuture

Campaign Execution: Social Media Marketing, Search Engine Marketing (SEM), Display Advertising, and Email Marketing. Creative & Management: Content Creation & Design, and Issues & Crisis Management. Insights: Data Analytics and Performance Reporting.

from S$540Details →

View all 11 Ngee Ann Poly CET courses →

Heicoders Academy (8 courses)

SkillsFuture-approved training provider
heicoders academy
Generative AILLM Tools

Generative AI Course

2 days · Ibf · Skillsfuture

This guide compares leading Singapore providers across curriculum depth, instructor quality, fees, subsidies, and real workplace outcomes.

from S$195Details →
heicoders academy
Generative AILLM Tools

AI Course Singapore (Heicoders Academy Foundation)

6 weeks · Sfec · Skillsfuture

Work smarter with AI, not harder. Tools change constantly, but the principles behind them don't. This course focuses on those principles, so your skills stay relevant no matter what AI tool your organisation adopts. Practical skills that help you get more done in less time.

from S$500Details →
heicoders academy
AI AgentsGenerative AI

AI Agent Course

6 weeks · Sfec · Skillsfuture

Heicoders Academy runs AI Agent Course — a structured, provider-published curriculum. delivered over 6 weeks. Funding signals detected: SkillsFuture-claimable, UTAP-supported — confirm your exact net price on the provider page. suited to professionals in manufacturing engineering.

from S$500Details →
heicoders academy
Data & Analytics

Data Analytics with SQL and Tableau

7 weeks · Ibf · Skillsfuture

Master data analytics in Singapore with Heicoders Academy. Learn SQL, Tableau, and business analytics skills to earn your professional certificate in 7 lessons.

from S$500Details →
heicoders academy
Machine LearningPython

Applied Machine Learning

3 hrs · Sfec · Skillsfuture

Highly rated applied machine learning course in Singapore. Get certified in 24 hours for algorithms, data analysis, and automation. From $936 with Skillsfuture.

from S$500Details →

View all 8 Heicoders Academy courses →

NYP CET (2 courses)

SkillsFuture-approved training provider
nyp cet

AI Artificial Intelligence

Skillsfuture

From Generative AI, Machine Learning, and AI for business, take short courses or deepen your knowledge with guidance from experts. Master AI for your work.

See providerDetails →
nyp cet

IT Information Technology

Skillsfuture

Develop industry-relevant skills across key disciplines such as cybersecurity, data analytics, and computing. Earn certifications and advance your IT career.

See providerDetails →

Rocket Academy (1 courses)

SkillsFuture-approved training provider
rocket academy

Generative Ai Course

See provider for details

Fuel your journey into Generative AI with hands‑on projects in prompt engineering, workflow automation, and real‑world applications like customer engagement, business innovation, and productivity tools.

See providerDetails →

Aventis Learning Group (71 courses)

SkillsFuture-approved training provider

View all 71 Aventis Learning Group courses →

Genetic Computer School (8 courses)

SkillsFuture-approved training provider

View all 8 Genetic Computer School courses →

General Assembly (Singapore) (4 courses)

SkillsFuture-approved training provider

AI courses in Singapore — questions people ask

How many AI courses does the AI Course SG directory track?

Our tracker follows 500+ live AI and data courses across 16 Singapore providers — universities (SMU Academy, NTU PACE), polytechnic CET schools (TP, RP, SP, NP, NYP), bootcamps (Vertical Institute, Heicoders, Rocket, General Assembly) and boutique academies. Listings refresh daily; dead courses are marked and removed rather than left rotting.

How do I use the directory to find a SkillsFuture-claimable course?

Every listing shows funding signals (SkillsFuture, UTAP, SFEC, IBF) next to fees and duration. Filter by industry, technology or job function, open a listing to see published prices, then use the nett fee calculator for your exact out-of-pocket cost. Always confirm final subsidised fees on the provider's page before paying.

Is the directory neutral? Do providers pay to be listed?

No paid listings. Providers cannot pay for placement, removal of bad reviews or better positions — the directory exists to make the Singapore AI training market comparable. Partner courses, where a commercial relationship exists, are always labelled as such on the listing itself.

How much does an AI course cost in Singapore?

Across the 500+ live courses in our tracker, the median published full price is about S$779; short workshops typically run S$500–1,000 and part-time certificates S$2,000–5,000 before funding. SkillsFuture subsidies often cut the net fee to S$100–500. Our price guide and nett fee calculator break down typical fees by provider and course type.

About this directory

Listings are gathered from each provider's public course catalogue and refreshed periodically. Fees and funding status change — confirm final details on the provider's page before enrolling. Our hand-checked course guide covers hand-verified flagship programmes with checked net prices.

Provider missing? Tell us — we add providers free.

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Tell us your goal and funding situation — an advisor picks the right 2–3 from this directory (and beyond) within one working day. Free.

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