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.
Language Proficiency
Test of English as a Foreign Language - TOEFL
TOEFL iBT is a globally recognized English proficiency exam accepted by 13,000+ universities, employers and immigration authorities in 160+ countries, testing reading, listening, writing and speaking through real academic tasks.
Programme Fee
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₹15,500
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4 WeeksDuration
2 YearsValidity
1.0–6.0Score Scale (Bands)
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What is Test of English as a Foreign Language - TOEFL?
TOEFL (Test of English as a Foreign Language) is a standardized English proficiency exam administered by ETS, designed to measure how well a candidate can use English in real academic and everyday settings. From January 2026, TOEFL iBT runs a shorter, redesigned format with multistage adaptive Reading and Listening sections, new task-based Writing and Speaking sections, and a fresh 1.0–6.0 scoring scale aligned with the CEFR.
What Test of English as a Foreign Language - TOEFL Evaluates
Understand Spoken English
Follow lectures, classroom discussions and daily conversations.
Read & Analyze Written English
Comprehend academic passages and everyday texts across topics.
Express Ideas Clearly in Writing
Build sentences, write emails and respond to academic discussions.
Communicate Confidently in Speech
Respond naturally to interview and discussion-style prompts.
Purpose & Philosophy
"Can this person actually study and communicate in an English-medium university?"
Administered By
Educational Testing Service (ETS, USA)
New from January 21, 2026: TOEFL iBT changed format and scoring. If you're using prep material from before 2026, double-check it matches the current 1.0–6.0 scale and adaptive Reading/Listening design.
Which Test of English as a Foreign Language - TOEFL Test Should You Take?
Select based on your goal
Study Abroad →
TOEFL iBT
For university admissions, scholarships and professional registration
General English →
TOEFL Essentials
A shorter test of everyday English, growing in acceptance
Institutional Use →
TOEFL ITP
For placement testing and internal institutional evaluation
Types of Test of English as a Foreign Language - TOEFL
TOEFL iBT
Who Should Take It
Students & Professionals
Focus Areas
Academic EnglishAdaptive Reading & ListeningUniversity-level tasks
Accepted By
Universities worldwideImmigration authoritiesEmployers
TOEFL Essentials
Who Should Take It
General Applicants
Focus Areas
Everyday, general EnglishShorter, ~90-minute testSimpler passages
Accepted By
500+ institutions (growing)
TOEFL ITP
Who Should Take It
Institutions & Course Placement
Focus Areas
Reading, Listening, StructureNot for admissions/visasInternal proficiency checks
Accepted By
Schools & training institutes
Quick Comparison
| Feature | TOEFL iBT | TOEFL Essentials | TOEFL ITP |
|---|---|---|---|
| Purpose | Students & Professionals | General Applicants | Institutions & Placement |
| Key Focus | Academic English, Adaptive Reading & Listening | Everyday general English, shorter format | Reading, Listening, Structure only |
| Primary Use | Universities worldwide, immigration | 500+ institutions (growing) | Internal institutional evaluation |
Global Recognition
13,000+
Universities & Organizations Worldwide Accept Test of English as a Foreign Language - TOEFL
Accepted By
Universities
Employers
Immigration Authorities
Professional Bodies
Recognized In
United States
United Kingdom
Canada
Australia
New Zealand
Europe
Benefits of Test of English as a Foreign Language - TOEFL
Mandatory for Study Abroad
Required by 13,000+ universities worldwide
Required for Immigration
Accepted for study and work visas in many countries
Improves Communication Skills
Real, task-based academic English proficiency
Increases Global Employability
Recognized by employers and professional bodies worldwide
Universally Trusted Score
Accepted in 160+ countries
Test Sections
Reading
~30 minutes~50 questions, adaptive
Listening
~29 minutes~47 questions, adaptive
Writing
~23 minutes~12 tasks
Speaking
~8 minutes~11 tasks, recorded
Reading
Duration: ~30 minutesTask Types
- Completing words and short texts
- Reading a daily-life passage
- Reading an academic passage
Skills Tested
Skimming and scanningIdentifying main ideasUnderstanding detailDrawing inferences
Guidelines
- Difficulty adapts to your performance
- No extra time provided
- Answer all questions — no negative marking
Listening
Duration: ~29 minutesTask Types
- Classroom discussions and brief lectures
- Conversations and announcements
- Academic talks
Skills Tested
Understanding main ideasConnecting informationRecognizing attitude and certaintyNote-taking
Guidelines
- Difficulty adapts based on your responses
- Audio is played once
- Stay focused — no repetition allowed
Writing
Duration: ~23 minutesTask Types
- Build a Sentence — arrange words into a correct sentence
- Write an Email — respond to a situation (~7 min)
- Academic Discussion post — state and support an opinion
Skills Tested
Grammar and sentence constructionCoherence and registerSupporting an opinion clearlyTyping speed and accuracy
Guidelines
- A mix of short, discrete tasks rather than long essays
- Manage your time across all three task types
- No extra time for review
Speaking
Duration: ~8 minutesTask Types
- Talk about a familiar topic
- Listen and repeat
- Interview-style response
Skills Tested
Fluency and coherencePronunciationGrammar rangeVocabulary
Guidelines
- Done on-screen in the same sitting — no separate examiner
- Responses are recorded and scored by AI and human raters
- Speak naturally and clearly into the microphone
- This is the shortest of the four sections
Test Delivery Options
Test Center
The classic supervised format at an authorized test center
60+ dates a year in most locations, 170+ in some
ID and biometric check on arrival
Familiar, fully proctored exam experience
Results typically within a few days
TOEFL iBT Home Edition
Take the exact same test from home, remotely proctored
Available roughly four days a week, nearly around the clock
ETS in-house human proctors plus AI-assisted ID checks
Same difficulty, same score, same acceptance as Test Center
Quiet, private room and stable internet required
Important: Difficulty level, scoring, and validity are identical for Test Center and Home Edition. Choose based on your comfort with a remote-proctored setup and your local test-date availability.
Test Day Guide
Test Day Experience
Identity Verification
Passport / accepted ID & photo/biometric checkEnvironment
Strict, proctored exam conditionsTest Structure
Reading, Listening, Writing & Speaking in one sittingSpeaking Test
Recorded on-screen — same session, no separate dayResults & Validity
Score Report
Typically 4-8 days
Total Test Time
~67-90 mins
Score Validity
2 years
Preparing well for Test of English as a Foreign Language - TOEFL is important, but what you do on exam day can directly impact your performance. This comprehensive guide explains exactly what to expect, what to carry, and how to behave on the test day — whether at a Test Center or on Home Edition.
1
Before You Start
Documents to Carry
Original, Valid Passport / Accepted Photo IDSame document used during registration
Photocopies, digital copies, or expired IDs are NOT accepted.
Reporting Time / Login Time
Reach the test centre (or log in for Home Edition) at least 30 minutes early
Late arrival may result in disqualification without refund
What NOT to Carry (Test Center)
Personal belongings are not allowed in the test room:
Mobile phones
Smart watches
Bags or wallets
Notes, books, or papers
Food (unless medically required)
Electronic devices
💡 Secure storage is usually provided at the centre. For Home Edition, clear your desk and room instead.
2
Check-In & Verification Process
Upon arrival (or login), candidates go through:
Identity Verification
Photo ID check
Photograph capture
Proctoring Setup
AI-assisted ID checks + human proctor (Home Edition)
These steps ensure exam security and authenticity.
3
Inside the Test (All Four Sections)
Test Order
Reading~30 min
Listening~29 min
Writing~23 min
Speaking~8 min
All four sections are conducted in one continuous session — unlike some other exams, Speaking is not scheduled separately.
📖 Reading Guidelines
- Difficulty adapts to your performance
- No extra time provided
- Answer all questions — no negative marking
🎧 Listening Guidelines
- Audio is played once
- Difficulty adapts based on your responses
- Stay focused — no repetition allowed
✍️ Writing Guidelines
- Three short task types, not one long essay
- Manage time across Build a Sentence, Email and Discussion tasks
- No extra time for review
🎤 Speaking Guidelines
- Done on-screen with a microphone, same session
- Responses are recorded for AI + human scoring
- Speak naturally and clearly
4
Exam Day Tips
Sleep properly the night before
Eat something light beforehand
Stay calm — the adaptive format rewards steady focus
Read every instruction fully before answering
Attempt every question — there is no negative marking
Keep an eye on the on-screen clock throughout
5
Key Takeaways
Carry the original, valid ID used at registration
For Home Edition, test your room, webcam and internet the day before
Reach the test centre 30 minutes early (or log in early for Home Edition)
All four sections — Reading, Listening, Writing, Speaking — run in one sitting
Speaking is recorded on-screen; there is no face-to-face examiner
How Test of English as a Foreign Language - TOEFL Is Scored
Scale change: From January 21, 2026, TOEFL iBT reports each section on a 1.0–6.0 scale (CEFR-aligned) instead of the old 0–120 scale. During the 2026–2028 transition, score reports also show the equivalent 0–120 figure so universities can compare.
Score Bands (1.0 – 6.0)
6.0
C2 — Fully Proficient
Operates with full command of academic and everyday English
5.0 - 5.5
C1 — Advanced
Strong, largely accurate command in academic settings
4.0 - 4.5
B2 — Upper-Intermediate
Effective command, suitable for most university coursework
3.0 - 3.5
B1 — Intermediate
Manages familiar academic and daily-life situations
2.0 - 2.5
A2 — Elementary
Basic, limited command in familiar contexts
Below 2.0
A1 & Below — Basic
Very limited command of English
How Is the Overall Score Calculated?Your Overall Score is the average of your four section scores (Reading, Listening, Writing, Speaking), rounded to the nearest half band. Each section is also reported individually so institutions can check specific requirements.
Score Validity: 2 years from test date
Typical Minimum TOEFL iBT Score by Country (0–120 scale, transition period)
United States
80 - 100
United Kingdom
88 - 100
Canada
80 - 100
Australia
79 - 100
New Zealand
80 - 90
Europe
72 - 95
Exact requirements vary by university, course, and visa category, and are being progressively re-published on the new 1.0–6.0 scale. Always verify with your target institution or authority.
Retakes
There's no restriction on how many times you can retake TOEFL, though most students prepare for at least 4–6 weeks between attempts. Universities and immigration bodies generally consider your best submitted result — some use "MyBest Scores" combining your top section scores across recent attempts.
How Sukhada's TOEFL Coaching Works
20+
Hours of Coaching
15+
Live Sessions
5+
Mock Tests
4 Weeks
Program Duration
Certified, exam-trained mentors
Adaptive mock test bank (2026 format)
Doubts cleared within 24 hours
Score-focused weekly check-ins
What You Get
Live sessions covering all four sections with certified, exam-trained mentors
Practice with the new 2026 adaptive format and task types from day one
Focused drills for Build a Sentence, Email Writing and Academic Discussion tasks
Recorded Speaking practice under real timed, on-screen conditions
Small batch sizes for individual attention and feedback
Complete guidance on Test Center vs Home Edition, documents, and test-day rules
Preparation Timeline
Recommended: 4 weeks before your target test date
1
Week 1
Assessment & Basics
Take a diagnostic test, understand the adaptive format, identify weak areas
2
Week 2
Reading & Listening
Build core techniques — skimming, scanning, note-taking, adaptive-test pacing
3
Week 3
Writing & Speaking
Practise sentence-building, email writing, discussion posts, and recorded speaking
4
Week 4
Mock Tests & Review
Full-length practice tests, analyse mistakes, final polishing
Common Mistakes to Avoid
Studying old pre-2026 material and formats
Use materials updated for the January 2026 TOEFL iBT redesign
Treating Writing tasks like long essays
Practise the shorter Build-a-Sentence, Email and Discussion formats specifically
Rehearsed or memorised Speaking answers
Speak naturally — AI and human raters are trained to spot memorised responses
Leaving questions blank under time pressure
Attempt every question — there is no negative marking
Ignoring the exact wording of a task
Read instructions and prompts carefully before answering
Skipping practice with the new adaptive format
Use updated mock tests that reflect multistage adaptive Reading & Listening
Registering for Test of English as a Foreign Language - TOEFL
1
Choose Your Test Type
Decide between TOEFL iBT, Essentials or ITP based on your goal.
2
Pick Test Center or Home Edition
Select a nearby authorized test center, or opt for the remotely-proctored Home Edition.
3
Pay the Test Fee
Complete payment on the official ETS site; Sukhada students get a bundled counselling + mock-test package.
4
Gather Your Documents
Keep your original, valid ID ready — the same one used during registration.
5
Take the Test
Sit Reading, Listening, Writing and Speaking in one continuous session.
Test of English as a Foreign Language (TOEFL) Fees in India
| Type | Fee |
|---|---|
| TOEFL iBT (Test Center / Home Edition) | ~₹17,500 - ₹19,500 |
| TOEFL Essentials | ~₹8,500 - ₹10,500 |
| TOEFL ITP | Varies by institution |
| Rescheduling / Retake | Same as base test fee |
Fees are subject to change. Always verify on the official ETS / TOEFL website before registering.
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A closer look at some of the institutions our students are applying to right now.
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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
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Faculty / Student
100/100
#16
Citations / Faculty
100/100
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Sustainability
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London
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- 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
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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
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- 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
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Sustainability
77.9/100
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Free
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Cambridge
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- Cost of LivingHigh
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Annual Tuition
USD 62,226 avg
Acceptance
NA
Placement Ratio
87%
Academic Reputation
100/100
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Employer Reputation
100/100
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Faculty / Student
98.3/100
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Citations / Faculty
100/100
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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
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Employment Outcomes
100/100
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Sustainability
77.8/100
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Premium Support
Free
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REF SGE-E4DA
United Kingdom
Cambridge
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- 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
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Intl. Student Diversity
93.6/100
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Intl. Research Network
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Employment Outcomes
100/100
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Sustainability
78.4/100
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Free
Verified Mentor
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