AI & Machine Learning Programs Abroad — 2026 Guide
A breakdown of the strongest AI/ML Master's programs abroad and what admissions committees are actually looking for this cycle.
Sukhada's Study Destination Guide
Study In Singapore
Everything you need to know about tuition, cost of living, post-study work rights and top universities in Singapore — backed by Sukhada's counselling team.
Singapore at a Glance
Partner Universities
6+
Region
Asia
Cost Tier
Premium
Post-Study Work
1 year (LTVP)
Why Study in Singapore?
Singapore is Asia's leading education hub, with two universities regularly in the global top 20. It is only a short flight from India and has a large Indian community.
- Globally top-ranked NUS and NTU
- Short flight and strong Indian community
- Safe, clean and English-speaking
Quick Facts
Asia
Premium cost tier
High
PSW 1 year (LTVP)
Talk to a Counsellor
Key Numbers
6+
Partner Universities
Premium
Cost Tier
Asia
Region
1 year (LTVP)
Post-Study Work
26
Programmes
5
Universities with Scholarships
What Are the Most Popular Courses in Singapore?
Our partner universities in Singapore offer 26 programmes. The largest subject areas are Business & Management, Computer Science & IT, Engineering.
Business & Management
9 programmes
Computer Science & IT
8 programmes
Engineering
6 programmes
Natural Sciences
5 programmes
Data Science & AI
3 programmes
Arts & Design
2 programmes
Law
1 programmes
A programme can appear in more than one subject area.
Singapore at a Glance
Official Name
Republic of Singapore
Capital
Singapore
Population
6M
Currency
Singapore Dollar (SGD)
Official Language(s)
English, Mandarin, Malay, Tamil
Also Spoken
Mandarin, Malay, Tamil
Calling Code
+65
Region
Asia
Economy
Developed
English Proficiency
Very High
How Does the Education System Work in Singapore?
A bachelor's degree in Singapore usually takes 3–4 years and a master's takes 1–2 years. The main intakes are August (main), January.
Bachelor's
3–4 years
Master's
1–2 years
MBA
1–1.5 years
PhD
4–5 years
Academic Year Starts
August
Intakes
August (main), January
Grading system
CAP/GPA on a 5.0 scale
Accepted tests
IELTS, TOEFL
What Is the Application Timeline for Singapore?
Most students start 10–12 months before their intake. Exact deadlines vary by university and programme.
- ResearchShortlist universities in Singapore that match your budget, course and career goals.
- ShortlistNarrow down to 4–6 programmes and note each deadline for your intake.
- TestsBook the tests your universities ask for: IELTS, TOEFL.
- ApplySubmit applications with transcripts, SOP, LORs and test scores.
- OfferAccept your offer and receive the In-Principle Approval (IPA) via SOLAR.
- VisaApply for the Student's Pass as soon as your documents are ready.
- AccommodationBook on-campus or private housing before you travel.
- TravelArrange flights, forex and insurance, and carry original documents.
- EnrolComplete orientation, local registration and course enrolment.
How Much Does It Cost to Study in Singapore?
Typical bachelor's tuition in Singapore: SGD 25,000–45,000/yr (lower with Tuition Grant). Master's tuition: SGD 30,000–60,000/yr. Living costs, covering rent, food and transport: SGD 1,200–2,000/month.
Bachelor's Tuition
SGD 25,000–45,000/yr (lower with Tuition Grant)
Master's Tuition
SGD 30,000–60,000/yr
Living Cost
SGD 1,200–2,000/month
Proof of Funds
Proof of tuition and living funds as required by the institution
Monthly budget breakdown (Singapore)
Rent (shared)
SGD 900/month
Food & groceries
SGD 400/month
Local transport
SGD 100/month
Utilities & phone
SGD 100/month
Personal & leisure
SGD 150/month
Estimated Total
SGD 1,650/month (approx.)
Accommodation options
On-campus housing
SGD 700/month
Shared apartment
SGD 900/month
Private studio
SGD 2,000/month
Homestay
SGD 1,200/month
Figures are indicative ranges for international students and change every year. Your counsellor will confirm exact fees for your shortlisted courses.
How to Get a Singapore Student Visa
Indian students apply for the Student's Pass after receiving the In-Principle Approval (IPA) via SOLAR. Visa fee: SGD 30 processing + SGD 60 issuance. Typical processing time: 2–4 weeks.
Visa Type
Student's Pass
Visa Fee
SGD 30 processing + SGD 60 issuance
Processing Time
2–4 weeks
Interview
No
Step-by-step visa process
- Secure your admission Apply to your chosen university and accept the offer. You will receive your In-Principle Approval (IPA) via SOLAR, which your visa application depends on.
- Arrange proof of funds Proof of tuition and living funds as required by the institution. Keep recent bank statements, loan sanction letters or sponsor documents ready.
- Prepare your documents Collect your passport, academic records, English test scores, SOLAR application number, Medical examination report (if requested).
- Submit the visa application Apply for the Student's Pass and pay the fee: SGD 30 processing + SGD 60 issuance.
- Biometrics and interview Give biometrics if requested. Visa interview: No.
- Get your decision and travel Typical processing time: 2–4 weeks. Once approved, book your travel and complete any local registration after arrival.
Can You Work in Singapore During and After Studies?
Part-time Work
Up to 16 hrs/week during term (approved institutions only)
Work During Breaks
Full-time during vacations
Post-Study Work
Long-Term Visit Pass of up to 1 year to look for work
After a Bachelor's
Up to 1 year (LTVP)
After a Master's
Up to 1 year (LTVP)
PR Pathway
Employment Pass, then apply for permanent residence
Typical PR Timeline
Usually 2+ years on an Employment Pass before applying
Immigration rules change often — always confirm on the official government website before you apply.
Documents You'll Typically Need
Exact document requirements vary by university and visa category. This is a general checklist — we'll confirm the precise list for your course.
Checklist
Academic transcripts & certificates
Valid passport
English proficiency score (IELTS / TOEFL / PTE / DET)
Statement of Purpose (SOP)
Letters of Recommendation (LORs)
Proof of funds / financial statements
Resume / CV (for PG programs)
Offer letter (once admitted)
SOLAR application number
Medical examination report (if requested)
What Is the Weather Like in Singapore?
Hot and humid all year. Summers: Hot and humid all year, 25–32°C. Winters: No winter; monsoon rains Nov–Jan.
Average temperatures in Singapore
January
23°C to 30°C
April
24°C to 32°C
July
25°C to 31°C
October
24°C to 31°C
How Do Students Open a Bank Account in Singapore?
Banks let Student's Pass holders open an account quickly, often on campus during orientation.
Popular banks for students
DBS/POSB
OCBC
UOB
Documents usually needed
Passport
Student's Pass
Proof of address
University letter
Is Singapore Safe for International Students?
Safety: Very high. Healthcare: Excellent.
Health Insurance
Yes (university scheme)
Typical Insurance Cost
SGD 100–300/yr via university
Common insurance options
University group medical insurance
AIA
Great Eastern
Safety tips
- Fines for littering and jaywalking are strict
- Carry an umbrella for sudden rain
- Save local emergency numbers on your phone
- Keep digital copies of your passport, visa and admission letter
What Is the Job Market Like in Singapore?
Graduate job demand in Singapore is high. Entry-level salaries are roughly SGD 45,000–60,000/yr, rising to about SGD 75,000–110,000/yr with experience.
Top hiring sectors
Finance
Very High demand
Technology
High demand
Logistics
High demand
Biomedical
Medium demand
Skills in demand
Fintech
Software engineering
Data analytics
Supply chain
Biomedical research
Salary figures are indicative gross annual ranges and vary by city, role and employer.
What Is Student Life Like in Singapore?
Efficient, multicultural and rule-abiding, with a huge food culture.
Student life
- Hawker food culture
- Deepavali in Little India
- Campus residential colleges
- Short trips around Southeast Asia
Major religions
Buddhism
Christianity
Islam
Taoism
Hinduism
Indian community
Community Size
About 700,000 people of Indian origin
Indian Food & Groceries
Very easy — Little India and Indian food across the city
Which Scholarships Can Indian Students Get for Singapore?
Well-known options for Singapore include Singapore International Graduate Award (SINGA), MOE Tuition Grant, University merit scholarships. Eligibility and deadlines change every year, so check the official page before applying.
Singapore International Graduate Award (SINGA)
full PhD funding
MOE Tuition Grant
subsidised fees with a work bond
University merit scholarships
Amounts vary; check the official page for current details
Scholarships for Singapore
Our team tracks live scholarship listings across 150+ university and government portals. Here are the common categories students in Singapore typically qualify for — talk to a counsellor for current deadlines and amounts.
All Levels
Merit-Based
Merit Scholarships
Awarded by universities based on academic performance
UG / PG
Need-Based
Need-Based Financial Aid
Partial tuition waivers based on demonstrated financial need
PG / PhD
Government
Government & Institutional Grants
Country and institution-run funding programs for international students
All Levels
Sukhada
Sukhada Partner Discounts
Fee-waivers and priority processing through our university partnershipsPartner Universities in Singapore
We work directly with 6 verified universities across Singapore — browse the full list and filter by course, budget and intake.
Top-ranked universities in Singapore
Frequently Asked Questions
Typical tuition for international students in Singapore: SGD 25,000–45,000/yr (lower with Tuition Grant) for a bachelor's degree and SGD 30,000–60,000/yr for a master's. Living costs: SGD 1,200–2,000/month, depending on the city.
The visa you need is the Student's Pass, and the application is based on the In-Principle Approval (IPA) via SOLAR. Visa fee: SGD 30 processing + SGD 60 issuance. Typical processing time: 2–4 weeks.
Proof of tuition and living funds as required by the institution. The exact amount is revised from time to time, so confirm it with the official immigration website before applying.
Student work rules in Singapore: Up to 16 hrs/week during term (approved institutions only).
Post-study work in Singapore: Long-Term Visit Pass of up to 1 year to look for work. Long-term settlement route: Employment Pass, then apply for permanent residence.
Safety in Singapore: Very high. Healthcare: Excellent.
Yes (university scheme). Typical cost: SGD 100–300/yr via university.
Graduate job demand in Singapore is high, led by Finance, Technology, Logistics, Biomedical. Entry-level salaries are roughly SGD 45,000–60,000/yr.
About 700,000 people of Indian origin. Indian food: Very easy — Little India and Indian food across the city.
The main intakes in Singapore are August (main), January. A bachelor's degree usually takes 3–4 years and a master's takes 1–2 years.
IELTS, TOEFL. Minimum scores differ by university and course, so check each programme page.
We currently work directly with 6 verified universities in Singapore, spanning a range of budgets and course levels.
Ready to start your journey to Singapore?
Book a free session with a Sukhada counsellor — no obligation, no pressure, just a clear plan for Singapore.
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Zero Hidden Charges
94% Visa Success
12,000+ Students Guided
Handpicked For You
Top Universities Worldwide
A closer look at some of the institutions our students are applying to right now.
United States
Cambridge
- IntakesFall and Spring
- Visa SuccessNA
- Post-Study Work12 months OPT (STEM +24 months)
- Cost of LivingHigh
- Work While Study20 hrs/week
- LanguageEnglish
Annual Tuition
US$66,720 avg
Acceptance
NA
Placement Ratio
93%
Academic Reputation
100/100
#4
Employer Reputation
100/100
#2
Faculty / Student
100/100
#16
Citations / Faculty
100/100
#7
Intl. Faculty
100/100
#63
Intl. Students
91.6/100
#153
Intl. Student Diversity
92.3/100
#130
Intl. Research Network
94.1/100
#98
Employment Outcomes
100/100
#7
Sustainability
93.8/100
#33
SG
Sukhada Expert
Response: < 2 mins
Premium Support
Free
Verified Mentor
REF SGE-C4CA
United Kingdom
London
- IntakesSeptember
- Visa SuccessNA
- Post-Study WorkUp to 2 years (Graduate visa)
- Cost of LivingHigh
- Work While Study20hrs/week
- LanguageEnglish
Annual Tuition
£42,700 – £58,600 avg
Acceptance
NA
Placement Ratio
94%
Academic Reputation
99.6/100
#22
Employer Reputation
100/100
#9
Faculty / Student
99.3/100
#42
Citations / Faculty
95/100
#69
Intl. Faculty
100/100
#74
Intl. Students
100/100
#35
Intl. Student Diversity
100/100
#22
Intl. Research Network
97.5/100
#28
Employment Outcomes
95.9/100
#68
Sustainability
98.3/100
#7
SG
Sukhada Expert
Response: < 2 mins
Premium Support
Free
Verified Mentor
REF SGE-C81E
United States
Stanford
- IntakesFall and Spring
- Visa Success82
- Post-Study Work12 months OPT (STEM +24 months)
- Cost of LivingHigh
- Work While Study20hrs/week
- LanguageEnglish
Annual Tuition
USD67,731 avg
Acceptance
NA
Placement Ratio
90%
Academic Reputation
100/100
#5
Employer Reputation
100/100
#3
Faculty / Student
100/100
#17
Citations / Faculty
99.7/100
#24
Intl. Faculty
94.2/100
#188
Intl. Students
73.5/100
#261
Intl. Student Diversity
76.1/100
#230
Intl. Research Network
96.5/100
#49
Employment Outcomes
100/100
#2
Sustainability
95.4/100
#19
SG
Sukhada Expert
Response: < 2 mins
Premium Support
Free
Verified Mentor
REF SGE-ECCB
United Kingdom
Oxford
- IntakesOctober (Michaelmas term)
- Visa SuccessNA
- Post-Study Work2 yrs; 18 months from Jan 2027
- Cost of LivingGBP 1,405-2,105 / month
- Work While Study20hrs/week
- LanguageEnglish
Annual Tuition
GBP 39,620-66,580 avg
Acceptance
NA
Placement Ratio
90%
Academic Reputation
100/100
#
Employer Reputation
100/100
#
Faculty / Student
100/100
#
Citations / Faculty
91/100
#
Intl. Faculty
98.8/100
#
Intl. Students
98.6/100
#
Intl. Research Network
100/100
#
Employment Outcomes
100/100
#
Sustainability
77.9/100
#
SG
Sukhada Expert
Response: < 2 mins
Premium Support
Free
Verified Mentor
REF SGE-A87F
United States
Cambridge
- IntakesFall
- Visa SuccessNA
- Post-Study Work12 months OPT (STEM +24 months)
- Cost of LivingHigh
- Work While Study20hrs/week
- LanguageEnglish
Annual Tuition
USD 62,226 avg
Acceptance
NA
Placement Ratio
87%
Academic Reputation
100/100
#1
Employer Reputation
100/100
#1
Faculty / Student
98.3/100
#50
Citations / Faculty
100/100
#1
Intl. Faculty
79.1/100
#300
Intl. Students
81.4/100
#217
Intl. Student Diversity
60.6/100
#335
Intl. Research Network
99.4/100
#8
Employment Outcomes
100/100
#1
Sustainability
77.8/100
#201
SG
Sukhada Expert
Response: < 2 mins
Premium Support
Free
Verified Mentor
REF SGE-E4DA
United Kingdom
Cambridge
- IntakesSeptember
- Visa Success95
- Post-Study WorkUp to 2 years (Graduate visa)
- Cost of LivingHigh
- Work While Study20hrs/week
- LanguageEnglish
Annual Tuition
£29,052 – £70,554 avg
Acceptance
NA
Placement Ratio
95%
Academic Reputation
100/100
#3
Employer Reputation
100/100
#5
Faculty / Student
100/100
#23
Citations / Faculty
88.6/100
#107
Intl. Faculty
100/100
#80
Intl. Students
93.1/100
#144
Intl. Student Diversity
93.6/100
#120
Intl. Research Network
99.2/100
#12
Employment Outcomes
100/100
#5
Sustainability
78.4/100
#194
SG
Sukhada Expert
Response: < 2 mins
Premium Support
Free
Verified Mentor
REF SGE-8F14
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