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Top 10 AI Courses in Singapore: Your Guide to The Right AI Course in 2025
Introduction
Artificial Intelligence (AI) is no longer a futuristic buzzword — it’s now at the heart of how businesses, governments, and individuals operate in the digital age. Whether you’re looking to automate workflows, build smarter products, or future-proof your career, enrolling in an AI course can be a game-changing move.
In this comprehensive guide, we explore the best AI courses in Singapore for 2025, covering online and in-person formats, beginner to advanced levels, and even government-subsidised options.
Why Take an AI Course in Singapore?
1. Singapore’s Strategic Push in AI
Singapore has positioned itself as a regional leader in AI through initiatives like AI Singapore and the National AI Strategy. This means an increasing number of jobs and research opportunities in AI and machine learning.
2. Career Switch and Upskilling Demand
More mid-career professionals are transitioning into tech, and AI is among the most in-demand skills globally. AI courses in Singapore cater to diverse needs, from fresh graduates to PMETs.
3. Government Subsidies & Support
The Singaporean government supports learning through subsidies like SSG, SkillsFuture Credit, IBF-STS, PSEA and UTAP, making AI education more accessible.
What You Should Look for in an AI Course
Not every AI course is built the same and choosing the right one can make or break your learning journey. Here are the key factors to consider when evaluating an AI course in Singapore:
- Curriculum Depth – Does it cover both foundational concepts like Python, machine learning, and neural networks — as well as more advanced topics like LSTM, NLP, and Generative AI?
- Hands-On Learning – Look for courses that offer practical, portfolio-ready projects or capstone assignments. Real-world application is key to skill retention and job readiness.
- Industry-Standard Tools – A strong AI course should teach tools that professionals actually use — like TensorFlow, scikit-learn, Pandas, LangChain, Microsoft Copilot, and ChatGPT APIs.
- Instructor Expertise – Are the instructors experienced AI practitioners? Courses taught by industry professionals often offer more relevant and updated insights.
- Recognised Certification – Choose programmes that provide certifications aligned with IBF, WSQ, or other industry-recognised frameworks — especially if you’re planning a career switch.
- Funding Support – Ensure the course is eligible for subsidies such as SSG, SkillsFuture Credit, IBF-STS, PSEA, or UTAP. These can reduce your out-of-pocket cost significantly.
Top 10 AI Courses in Singapore (2025 Edition)
1. Heicoders Academy — Generative AI Course for Automation and Productivity
Format: Hybrid (Online Live + In-person options – COMING SOON)
Duration: 18 hours taught over 6 lessons
Best For: Beginners to Intermediate Learners
Subsidies: SSG, SkillsFuture, PSEA & NTUC UTAP
Highlights:
- Beginner-friendly Gen AI course
- Learn to harness powerful GenAI tools like ChatGPT, Midjourney and Microsoft Copilot to automate tasks & supercharge productivity.
- Master real-world AI workflows that can improve efficiency in marketing, operations, research, and customer service.
- Build reusable GenAI pipelines using APIs and no-code tools that scale across teams.
- Stay ahead of the curve with prompt engineering best practices and ethical AI implementation.
- Taught by industry practitioners with experience in applying GenAI in top tech and consulting firms.
- Gain a digital certificate endorsed by Heicoders Academy and recognised by employers.
2. AI Singapore – AI Apprenticeship Programme (AIAP)
Format: Full-time, In-person
Duration: 9 months
Best For: Mid-career professionals & aspiring AI engineers
Subsidies: Fully sponsored with stipend
Highlights:
- Real-world AI project deployment
- Mentorship by AI engineers
- Stipend provided during training
- Open to Singapore citizens only with NITEC, Diploma & Degree from a recognised Institute of Higher Learning (IHL)
- Competitive selection process – all applicants are required to complete the AIAP Proficiency Test to assess their technical skills & readiness
This AI course is ideal if you’re ready to go all-in and pursue AI as a full-time career path.
3. NUS-ISS Stackable Certificate Programme in Artificial Intelligence
Format: In Person, Part-time, Modular
Duration: Each course is between 3 – 5 days & must be completed within 7 years (modular & stackable) for matriculation into MTech
Best For: Professionals, Managers, and Executives (PMEs) seeking deep, flexible AI training with formal recognition
Subsidies: Partially funded by SkillsFuture Mid-Career Support
Highlights:
- Modular and stackable structure: start with foundational AI modules and build up to a full certificate or graduate diploma.
- Core modules include Applied Machine Learning, Deep Learning with TensorFlow, and AI Strategy & Ethics.
- Designed for working professionals to apply AI in real-world business and tech contexts.
- Taught by expert practitioners with strong academic and industry credentials.
- Offers pathway into MTech in Artificial Intelligence Systems after completion of stackable programmes.
- Recognised under Singapore’s national Skills Framework.
4. Coursera Online AI Courses
Format: Self-paced, Online
Duration: Varies (1 month – 6 months)
Best For: Flexible learners, budget-conscious learners
Subsidies: Selected courses only
Popular Picks:
- AI for Everyone by Andrew Ng
- IBM Introduction to Artificial Intelligence (AI)
- IBM AI Engineering Professional Certificate
5. SMU – Professional Certificate in Machine Learning (Python)
Format: Part-time, In-person
Duration: All modules must be completed within 3 years
Best For: Working professionals looking to apply AI
Subsidies: SkillsFuture, PSEA
Highlights:
- Professionals and managers in data science, engineering, or IT seeking to upskill in machine learning and AI
- Basic programming knowledge is recommended to enrol for this programme
- Programme focuses on practical implementation over theoretical concepts, enabling learners to work with advanced Python tools
- Taught by experienced SMU faculty and industry practitioners.
- Participants receive a professional certificate from SMU Academy
6. NTU – Graduate Certificate in Responsible Artificial Intelligence Practices (RAIP)
Format: Part-time, Modular
Duration: Varies (4 modules total)
Best For: Professionals seeking to implement AI ethically and responsibly
Subsidies: SkillsFuture, IBF-STS (subject to module eligibility)
Highlights:
- Designed for professionals deploying AI in real-world settings — from traditional machine learning to generative AI.
- Covers both technical implementation and ethical considerations across the AI lifecycle.
- Includes two stackable certificates:
- Certificate in AI Ethics & Governance (AIEG)
- Certificate in Responsible Generative AI Governance (RGAIG)
- Learn to identify risks, apply mitigation techniques, and build responsible AI systems aligned with governance frameworks.
- Completion of 6 AUs with a C+ minimum grade qualifies for the full RAIP certification.
- Stackable toward NUS Master of Computing in Applied AI (MCAAI) for continued academic progression.
7. UpGrad x Microsoft – Generative AI Foundations Certificate Program
Format: Online, Self-paced
Duration: 6 hours
Best For: Beginners and non-tech professionals exploring generative AI
Subsidies: Not applicable
Highlights:
- Created by Microsoft and delivered via upGrad to demystify Generative AI for everyday users and business professionals.
- Covers the foundational concepts of GenAI, including large language models, ethical considerations, and prompt engineering.
- Features hands-on exercises using Microsoft Copilot, Azure OpenAI, and other Microsoft GenAI tools.
- Real-world case studies show how GenAI can be applied in marketing, HR, content creation, and productivity.
- Earn a certificate co-issued by Microsoft and upGrad, helping learners validate GenAI literacy.
8. Infotech – Generative AI Course
Format: In-person or Virtual Classroom
Duration: 2 days (14 hours)
Best For: Beginners and professionals seeking a fast-track AI primer
Subsidies: SkillsFuture, NTUC UTAP (subject to eligibility)
Highlights:
- Beginner-friendly AI course focused on core concepts like supervised/unsupervised learning, neural networks, and deep learning basics.
- Hands-on exposure to Python, TensorFlow, and machine learning libraries through practical coding exercises.
- Learn how AI is applied in industries such as finance, healthcare, and robotics.
- Designed to bridge the gap between theory and application in just two days.
- Participants receive a Certificate of Completion upon finishing the course.
- Ideal for professionals, students, or business owners exploring the fundamentals of AI quickly and affordably.
9. Ngee Ann Polytechnic – Specialist Diploma in Applied Generative AI (SDGAI)
- Format: Part-time, In-person
- Duration: 12 months
- Best For: Professionals seeking deep hands-on training in GenAI tools and applications
- Subsidies: SkillsFuture, UTAP, PSEA
Highlights:
- Comprehensive program covering GenAI foundations, large language models, ethical usage, and real-world implementation.
- Modules include “Foundation in Generative AI” and “Applied Generative AI,” each with strong project-based learning.
- Hands-on experience with tools like ChatGPT, Midjourney, Stable Diffusion, and open-source GenAI frameworks.
- Designed for professionals from sectors like education, marketing, design, and business to apply GenAI in practical use cases.
- Graduates earn a recognised Specialist Diploma, stackable under Singapore’s SkillsFuture framework.
- Ideal for mid-career professionals ready to lead GenAI adoption in their organisations.
10. General Assembly – AI for Workplace Efficiency Workshop
- Format: Online, Live Workshop
- Duration: 3 hours
- Best For: Busy professionals seeking to use AI tools to boost productivity
- Subsidies: Not applicable
Highlights:
-
- A short, high-impact workshop focused on using AI tools like ChatGPT, Notion AI, and other workplace automation platforms.
- Learn how to streamline daily tasks such as writing emails, summarising documents, and automating repetitive workflows.
- Perfect for marketers, project managers, executives, and administrators looking to gain GenAI skills without a tech background.
- Real-time demos and guided activities that show immediate, practical use cases of AI in the workplace.
- Certificate of participation issued by General Assembly.
- Ideal for those who want to explore AI’s value at work without committing to a long course.
Comparing AI Courses in Singapore
|
Provider |
Best For |
Format |
Duration |
Subsidies |
Cert? |
|
GenAI beginners to intermediate learners |
Options for Online Live & In-Person |
18 hrs |
✅ SSG, PSEA, UTAP |
✅ |
|
|
AI Singapore (AIAP) |
Full-time career switchers |
In-person |
9 mths |
✅ Full Funding |
✅ |
|
NUS-ISS |
PME upskillers |
Modular |
Varies |
✅ SSG (partial) |
✅ |
|
Coursera |
Flexible, budget learners |
Online |
1–6 mths |
☑️ Some courses |
✅ |
|
SMU |
Python-literate professionals |
In-person |
Up to 3 yrs |
✅ SSG, PSEA |
✅ |
|
NTU (RAIP) |
Responsible AI builders |
Modular |
Varies |
✅ SSG, IBF |
✅ |
|
UpGrad x Microsoft |
GenAI for non-techies |
Online |
~6 hrs |
❌ Not subsidised |
✅ |
|
Infotech |
Quick AI crash course |
In-person |
2 days |
✅ SSG, UTAP |
✅ |
|
NP (SDGAI) |
GenAI leadership training |
In-person |
12 mths |
✅ SSG, UTAP |
✅ |
|
General Assembly |
Practical AI at work |
Online Live |
3 hrs |
❌ Not subsidised |
✅ |
Subsidies for AI Courses in Singapore
- Covers up to 70% of course fees for Singaporeans above 40 years old & up to 50% for Singaporeans or Permanent Residents below 40 years old
- Remaining fees can be covered using SkillsFuture Credits, PSEA and UTAP subsidy
- Available to all Singaporeans aged 25+
- Can be used for eligible courses (usually tagged in MySkillsFuture)
- For NTUC members
- Provides up to $250/year in course fee support
- Available to Singaporeans aged 30 and below who have leftover PSEA funds from MOE
- Can be used to offset course fees at approved training providers and institutions
- Commonly used alongside SkillsFuture and other subsidies for eligible tech and upskilling courses
- Check eligibility and balance via the MOE PSEA portal
FAQs: AI Courses in Singapore
Do I need a coding background to start an AI course?
Not necessarily. Many beginner-friendly courses, such as Heicoders Academy’s Generative AI Course or introductory Coursera modules, are designed to help non-coders understand AI concepts. These often teach tools like ChatGPT, Midjourney & Copilot from scratch, focusing more on practical application than theory.
Are these courses suitable for career switchers?
Absolutely. Many Singapore-based AI courses cater specifically to mid-career professionals. They include job-oriented projects, portfolio development, and sometimes even career coaching. Look out for programs like AI Singapore’s AIAP or Ngee Ann Polytechnic’s SDGAI, which support career transitions.
What's the difference between data analytics and AI courses in Singapore?
Data analytics courses typically focus on analysing and interpreting data using tools like SQL, Tableau, or Python. AI courses go a step further—teaching you how to build intelligent systems using machine learning, neural networks, and even generative AI tools like GPT or Stable Diffusion.
How do I claim SkillsFuture Credit?
Claims can usually be made through MySkillsFuture for SSG-funded courses. Read our step-by-step guide on how to claim your SkillsFuture credits here.
Which AI course is best for learning generative AI like ChatGPT or Copilot?
Courses like Heicoders Academy’s Generative AI Course and Ngee Ann Polytechnic’s SDGAI are designed specifically around generative AI. They teach prompt engineering, API automation, and responsible deployment of tools like ChatGPT, Copilot, Midjourney, DALL·E, and LangChain.
Can I take an AI course while working full-time?
Yes, many AI courses in Singapore are part-time, modular, or self-paced. Options like Heicoders Academy, NUS-ISS Stackable Certificates and SMU Academy are tailored for working professionals with evening or weekend classes.
What kind of jobs can I get after completing an AI course?
Common roles include AI Analyst, Data Scientist, Prompt Engineer, ML Engineer, and even roles in marketing or operations that require AI literacy. Employers increasingly value AI proficiency in both technical and non-technical roles.
Are online AI courses worth it compared to in-person programs?
Online courses (e.g., Heicoders Academy, Coursera) are great for flexible learning and affordability. In-person or hybrid courses, however, offer deeper hands-on training, peer collaboration, and better support. Choose based on your learning style and goals.
What subsidies can I stack together to reduce course fees?
Singaporeans may combine SkillsFuture Credit, PSEA (for under-30s), UTAP (for NTUC members), and IBF-STS (for finance-related courses). Many courses accept multiple subsidy types, significantly lowering your out-of-pocket costs.
Final Thoughts: Choosing the Best AI Course in Singapore
With dozens of options available, the best AI course in Singapore ultimately depends on your background, goals, and learning preferences. Here’s a quick guide to help you decide:
- New to AI or Generative AI? Start with beginner-friendly courses like Heicoders Academy’s Generative AI Course or UpGrad x Microsoft’s GenAI Certificate — both focus on real-world tools like ChatGPT and Microsoft Copilot.
- Making a full-time career switch into AI? Consider the immersive AI Singapore Apprenticeship Programme (AIAP), Heicoders Academy’s AI Nanodegree or Ngee Ann Polytechnic’s SDGAI, designed for deep skill-building and job readiness.
- Looking for formal academic credentials? Explore stackable and modular programs like NUS-ISS or NTU’s RAIP, which offer pathways into graduate-level studies.
- Prefer practical, business-focused applications? Courses like SMU’s Professional Certificate in Machine Learning or General Assembly’s AI for Workplace Efficiency focus on real-world use, not theory.
- Want a crash course to try things out first? Infotech’s 2-day workshop or Coursera’s flexible online modules are great starting points.
Whether you’re a beginner, an upskiller, or a career switcher, Singapore offers a wide variety of AI courses to suit your pace, budget, and ambition. With the right mix of curiosity, consistency, and community, you’ll be well on your way to building meaningful skills in one of the fastest-growing fields today.
Still unsure which AI course suits you best?
💡 At Heicoders Academy, we specialise in beginner-friendly, industry-relevant AI education — including hands-on training in Generative AI, real-world workflows, and productivity tools like ChatGPT and Midjourney.
Whether you’re exploring tech for the first time or levelling up your career, our team is here to help you chart the right path.
👉 Book a free consultation with us and find your best-fit AI learning journey today.
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