Data Science Courses in Singapore: A 2027 Comparison Guide
Singapore offers data science courses for every stage of a career, from one-day polytechnic workshops to a paid national AI apprenticeship. The right choice depends on your goal, budget and schedule: a short course to read dashboards at work, a bootcamp to switch careers, or a university-backed certificate that can stack towards a master’s.
This 2027 guide compares 8 of the best data science course providers in Singapore. For each one, you’ll find its location, contact details and website, along with a pros-and-cons table. If you’re also brushing up on coding, read our guide to Python programming courses, or browse more tuition and learning guides on LessonsGoWhere.
Fees, subsidies and intakes change every year. Confirm the latest details with each provider before you enrol.
Comparison table: location, contact and website
| # | Provider | Course type | Location | Contact | Website |
| 1 | NUS-ISS | Graduate certificates in data science | 25 Heng Mui Keng Terrace, Singapore 119615 | +65 6516 2093, [email protected] | iss.nus.edu.sg |
| 2 | NUS Department of Statistics & Data Science | Short CET courses in analytics and Python | Block S16, Level 7, 6 Science Drive 2, Singapore 117546 | Contact page | stat.nus.edu.sg |
| 3 | SMU Academy | Certificates and Industry Graduate Diplomas | Singapore Management University, 81 Victoria Street, Singapore 188065 | Enquiry form on website | academy.smu.edu.sg |
| 4 | Vertical Institute | 21-hour WSQ Data Science & AI course | Lifelong Learning Institute, Paya Lebar (classes currently online) | +65 6950 7023, [email protected] | verticalinstitute.com |
| 5 | Heicoders Academy | Part-time AI and data analytics tracks | Live online via Zoom; office at Hong Leong Building, 16 Raffles Quay, #09-01 | +65 8801 7933 | heicodersacademy.com |
| 6 | Le Wagon Singapore | 400-hour Data Science & AI bootcamp | 20 Collyer Quay, Level 23, Singapore 049319 | Contact page | lewagon.com/singapore |
| 7 | AI Singapore (AIAP) | Paid full-time AI apprenticeship | Singapore (details on application) | FAQ page | aisingapore.org |
| 8 | Republic Polytechnic ACE | Short courses and specialist diplomas in analytics | 9 Woodlands Avenue 9, Singapore 738964 | Contact form | rp.edu.sg |
The 8 best data science courses in Singapore, compared
1. NUS-ISS
NUS-ISS, the National University of Singapore’s Institute of Systems Science, runs a Stackable Certificate Programme in Data Science. One option is the Graduate Certificate in Big Data Analytics, made up of three courses (Big Data Engineering for Analytics, Recommender Systems and Processing Big Data for Analytics) plus a practice module built around a substantial real-world project. Its last published fee was S$9,900 before GST, falling to about S$6,475 for Singapore Citizens after subsidy. Other graduate certificates cover business analytics, predictive modelling and financial risk.
Best for: working professionals who want a rigorous, NUS-branded qualification.
2. NUS Department of Statistics & Data Science
NUS’s statistics department runs short continuing-education courses in three levels. They start with Data Analytics Begins With Me and Fundamentals of Data Analytics & Visualization using Python, and go up to Data Science & Data Visualization using Python Programming. All are listed as eligible for SkillsFuture Singapore funding.
Best for: beginners who want a university-run starting point without a long commitment.
3. SMU Academy
SMU Academy offers applied data science through stackable certificates, such as its Advanced Certificate in Applied Data Science and Analytics. You can also take the Industry Graduate Diploma in Python Programming and Machine Learning, which combines a six-module Python certificate with a machine learning certificate. Modules are SkillsFuture-funded, and eligible Singaporeans can use SkillsFuture Credit on top.
Best for: learners who want a structured, step-by-step university pathway.
4. Vertical Institute
Vertical Institute’s WSQ Data Science & AI course teaches Python, data visualisation, and AI and machine learning basics in about 21 hours. It is beginner-friendly and currently runs online. Graduates receive a WSQ Statement of Attainment, and Singapore Citizens and PRs can claim government subsidies.
Best for: busy adults who want a fast, subsidised introduction.
5. Heicoders Academy
Heicoders Academy runs part-time, live Zoom classes in the evenings and on weekends. Its AI track starts with AI100, an 8-week Python and data visualisation course for complete beginners, then moves on to AI200 Applied Machine Learning. Courses can be offset with IBF, SkillsFuture and UTAP funding.
Best for: working adults who want a guided path from zero coding to machine learning.
6. Le Wagon Singapore
Le Wagon, a global coding bootcamp, offers a 400-hour Certificate in Data Science & AI at its Collyer Quay campus. Its programmes run full-time or part-time over two to six months. Through partnerships with IMDA, SkillsFuture and NTUC, eligible Singaporeans can get up to 95% of course fees subsidised.
Best for: career switchers who want an intensive, project-based bootcamp.
7. AI Singapore AI Apprenticeship Programme (AIAP)
AIAP is AI Singapore’s flagship deep-skilling programme. It starts with two months of AI engineering training, followed by seven months of on-the-job work on a real industry AI problem. Apprentices receive a monthly training allowance of S$3,500 to S$5,500, depending on experience. It is open to Singaporean university or polytechnic graduates who already have intermediate Python and machine learning skills, and entry involves a technical assessment and interview.
Best for: skilled Singaporeans ready to become AI engineers.
8. Republic Polytechnic Academy for Continuing Education
Republic Polytechnic’s ACE runs a wide range of analytics courses. They range from one-day workshops, such as Create an Interactive Dashboard in a Day and Generative AI for Data Analytics, to a one-year Specialist Diploma in Business Analytics. Its Data Science with Python course covers the core programming skills.
Best for: learners who want practical, job-focused analytics skills, especially in the north.
Want to build your coding foundations first? See our tuition guides and kids’ enrichment classes for younger learners.
Pros and cons at a glance
| # | Provider | Pros | Cons |
| 1 | NUS-ISS | NUS brand; real-world practice project; stackable certificates | Highest fees on this list; full certificates follow a fixed timetable |
| 2 | NUS Dept of Statistics & Data Science | University-run; clear basic-to-advanced levels; SSG-funded | Short courses, so less depth than a full certificate |
| 3 | SMU Academy | Structured pathway to an Industry Graduate Diploma; SkillsFuture-funded | Modules must be taken in order; a long overall commitment |
| 4 | Vertical Institute | Done in about 21 hours; beginner-friendly; WSQ certification | Breadth over depth; currently online only |
| 5 | Heicoders Academy | Beginner to machine learning path; evening and weekend classes; IBF and SkillsFuture funding | Fully online; several tracks needed for full depth |
| 6 | Le Wagon Singapore | Intensive 400-hour bootcamp; global alumni network; up to 95% subsidy for eligible Singaporeans | Full-time option is hard to fit around a job; price not published online |
| 7 | AI Singapore (AIAP) | Paid allowance of S$3,500 to S$5,500 a month; real industry AI project | Singaporeans only; demanding technical entry tests |
| 8 | Republic Polytechnic ACE | Wide choice from 1-day workshops to specialist diplomas; practical focus | Fees not listed online; Woodlands campus is far for some learners |
How to choose the right data science course
- Set your goal. Pick a short course to use data in your current job. Choose a bootcamp or graduate certificate if you want to change careers.
- Check the prerequisites. Beginner courses need no coding background, while AIAP expects intermediate Python and machine learning skills.
- Compare total cost after funding. Look at the fee after subsidy, not the headline price.
- Look for real projects. A capstone or industry project gives you portfolio work to show employers.
- Match the format to your life. Live online evening classes suit full-time workers; full-time bootcamps suit career breaks.
Funding tips for 2027
- SkillsFuture course fee funding covers a share of many accredited courses for Singapore Citizens and PRs.
- SkillsFuture Credit can offset remaining fees for Singapore Citizens aged 25 and above.
- UTAP reimburses NTUC members for part of their unfunded course fees.
- IBF funding may apply to courses relevant to finance professionals.
- Scholarship Check if there are scholarships offered by various organisations or companies
Funding rules change, so check each course page before you pay.
Frequently asked questions
Do I need a degree to study data science in Singapore? Not for most short courses and bootcamps. Some programmes, such as AIAP, require a university or polytechnic qualification.
Is data science the same as data analytics? They overlap. Data analytics focuses on interpreting data and building dashboards. Data science adds programming, statistics and machine learning to build predictive models.
Which course is best for complete beginners? Start with a short beginner course, such as NUS’s Data Analytics Begins With Me, Vertical Institute’s 21-hour course or Heicoders’ AI100.