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| Rank | College Info | Tuition Fees & living Cost(Avg.) | Top Courses | Ranking & Reviews | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| #1 |  Stanford University, StanfordCalifornia, Usa4.8%Acceptance Rate | Tuition: ₹52.84L/Yr ($61,731/Yr)Living: ₹26.2L/Yr ($30,610/Yr)Admission | B.S Computer Science - Artificia...Duolingo115IELTS6.5PTE68₹52.84L/Yr $61,731 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #2 |  Massachusetts Institute of Technology, CambridgeMassachusetts, Usa8.45%Acceptance Rate | Tuition: ₹49.29L/Yr ($57,590/Yr)Living: ₹14.03L/Yr ($16,390/Yr)Admission | B.S Computer Science, Economics,...SAT1500TOEFL90₹49.29L/Yr $57,590 Course duration: 4 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #3 |  Yale University, New HavenConnecticut, Usa6.3%Acceptance Rate | Tuition: ₹55.38L/Yr ($64,700/Yr)Living: ₹22.08L/Yr ($25,793/Yr)Admission | B.S Statistics and Data ScienceDuolingo120IELTS7.0PTE70₹55.38L/Yr $64,700 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #4 |  Columbia University, New York CityNew York, Usa7%Acceptance Rate | Tuition: ₹1.42L/Yr (Mex$31,285/Yr)Living: ₹47.2K/Yr (Mex$10,416/Yr)Admission | B.S Operations Research - Analyt...ACT31TOEFL100₹1.42L/Yr Mex$31,285 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Partner Colleges
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Yukon College
Whitehorse, Yukon
₹7.55L
1st Year Fees
Certificate Business Administration
Apply Now
University of Texas Health Science Center
San Antonio, Texas
₹33.26L
1st Year Fees
B.S Dental Hygiene
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Best In Infrastructure
waterloo test
Waterloo, Ontario
₹40.9K
1st Year Fees
M.S Data Science and Artificial Intelligence
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Best In Placement
Northern College at Pures
Toronto, Ontario
₹9.02L
1st Year Fees
Graduate Certificate Healthcare Management
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Best In Academic
University of Bridgeport
Bridgeport, Connecticut
₹11.17L
1st Year Fees
M.S Analytics and Systems
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Best In Infrastructure
Kingston University
Kingston upon Thames, England
₹19.08L
1st Year Fees
M.A Architecture
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Best In Infrastructure
University of Tasmania
Hobart, Tasmania
₹6.85L
1st Year Fees
Diploma Applied Science - Marine Engineering
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Best In Infrastructure
Georgian College
Barrie, Ontario
₹10.79L
1st Year Fees
B.N
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Best In Academic
Macquarie University
Sydney, New South Wales
₹21.7L
1st Year Fees
Master of Cyber Security Analysis/Master of Law [L.L.M]
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Best In Placement
University of Wisconsin
Milwaukee, Wisconsin
₹21.95L
1st Year Fees
M.S Management - Information Technology Management
Apply Now
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| #5 |  National University of Singapore, SingaporeSingapore, Singapore25%Acceptance Rate | Tuition: ₹11.8L/Yr (S$17,650/Yr)Living: ₹3.12L/Yr (S$4,662/Yr)Admission | B.S Business AnalyticsIELTS6.5PTE62₹11.8L/Yr S$17,650 Course duration: 4 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #6 |  university of toronto test, TorontoOntario, Canada43%Acceptance Rate | Tuition: ₹6.47L/Yr (HK$59,320/Yr)Living: ₹109/Yr (HK$10/Yr)Admission | B.S Data ScienceSAT1330TOEFL100₹6.47L/Yr HK$59,320 Course duration: 4 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #7 |  University College London, LondonEngland, Uk63%Acceptance Rate | Living: ₹20.8L/Yr (£17,981/Yr)Admission | B.S Data Science and Business An...-- Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #8 | .jpeg?tr=h-40,w-40,c-force) University of Michigan, Ann ArborMichigan, Usa28%Acceptance Rate | Tuition: ₹23.68L/Yr ($27,663/Yr)Living: ₹10.3L/Yr ($12,034/Yr)Admission | B.S Data ScienceDuolingo105IELTS6.5PTE54₹23.68L/Yr $27,663 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #9 |  Carnegie Mellon University, PittsburghPennsylvania, Usa21.7%Acceptance Rate | Tuition: ₹49.27L/Yr ($57,560/Yr)Living: ₹11.8L/Yr ($13,784/Yr)Admission | B.S Statistics and Data ScienceTOEFL102₹49.27L/Yr $57,560 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #10 |  University of Edinburgh, EdinburghScotland, Uk10%Acceptance Rate | Tuition: ₹35.01L/Yr (£30,266/Yr)Living: ₹11.51L/Yr (£9,950/Yr)Admission | B.S Data ScienceIELTS6.5PTE61₹30.53L/Yr £26,397 Course duration: 4 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| #11 |  The University of Melbourne, MelbourneVictoria, Australia70%Acceptance Rate | Tuition: ₹20.3L/Yr (A$36,295/Yr)Living: ₹11.19L/Yr (A$20,000/Yr)Admission | B.S Data ScienceTOEFL79PTE58₹20.3L/Yr A$36,295 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #12 |  The University of British Columbia, VancouverBritish Columbia, Canada69%Acceptance Rate | Tuition: ₹29.13L/Yr (CA$46,295/Yr)Living: ₹7.14L/Yr (CA$11,353/Yr)Admission | B.S Data ScienceDuolingo125IELTS6.0PTE65₹29.13L/Yr CA$46,295 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #13 |  The University of Manchester, ManchesterEngland, Uk70.6%Acceptance Rate | Tuition: ₹37.3L/Yr (£32,250/Yr)Living: ₹11.91L/Yr (£10,300/Yr)Admission | B.S Artificial IntelligenceSAT1290IELTS6.5PTE42₹37.3L/Yr £32,250 Course duration: 3 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #14 |  University of Texas, AustinTexas, Usa40%Acceptance Rate | Tuition: ₹39.78L/Yr ($46,482/Yr)Living: ₹10.52L/Yr ($12,286/Yr)Admission | B.S Statistics and Data SciencesSAT1355IELTS6.5PTE54₹39.78L/Yr $46,482 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #15 |  University of Wisconsin, MadisonWisconsin, Usa57.6%Acceptance Rate | Tuition: ₹30.11L/Yr ($35,174/Yr)Living: ₹13.57L/Yr ($15,849/Yr)Admission | B.S Data ScienceDuolingo105IELTS6.5PTE54₹30.11L/Yr $35,174 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #16 |  The Hong Kong University of Science & Technology, Hong KongHong Kong, Hong Kong | Tuition: ₹15.26L/Yr (HK$140,000/Yr)Admission | B.S Data Science and Technology₹15.26L/Yr HK$140,000 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #17 |  Australian National University test, CanberraAustralian Capital Territory , Australia86.8%Acceptance Rate | Tuition: ₹27.6L/Yr (A$49,330/Yr)Living: ₹7.69L/Yr (A$13,744/Yr)Admission | B.S Applied Data AnalyticsIELTS6.5PTE64₹27.6L/Yr A$49,330 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #18 |  University of Groningen, GroningenGroningen, Netherlands50%Acceptance Rate | Tuition: ₹15.01L/Yr (€15,080/Yr)Living: ₹89.6K/Yr (€900/Yr)Admission | B.S Artificial Intelligence₹15.01L/Yr €15,080 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #19 |  University of California, IrvineCalifornia, Usa38.7%Acceptance Rate | Tuition: ₹36.76L/Yr ($42,954/Yr)Living: ₹14.27L/Yr ($16,677/Yr)Admission | B.S Data ScienceACT30TOEFL80PTE46₹36.76L/Yr $42,954 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #20 |  Ohio State University, ColumbusOhio, Usa49.4%Acceptance Rate | Tuition: ₹33.94L/Yr ($39,650/Yr)Living: ₹11.95L/Yr ($13,966/Yr)Admission | B.S Data AnalyticsACT21TOEFL79₹33.94L/Yr $39,650 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #21 |  University of Birmingham, BirminghamEngland, Uk13.54%Acceptance Rate | Tuition: ₹29.18L/Yr (£25,230/Yr)Living: ₹15.09L/Yr (£13,047/Yr)Admission | B.S Artificial Intelligence and ...SAT1280TOEFL80PTE51₹28.45L/Yr £24,600 Course duration: 3 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #22 |  University of Sheffield, SheffieldEngland, Uk85.6%Acceptance Rate | Tuition: ₹29.69L/Yr (£25,670/Yr)Living: ₹11.3L/Yr (£9,774/Yr)Admission | B.S Artificial Intelligence and ...TOEFL80PTE56₹29.69L/Yr £25,670 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #23 |  University of Warwick, CoventryEngland, Uk14%Acceptance Rate | Tuition: ₹34.5L/Yr (£29,830/Yr)Living: ₹92.5K/Yr (£800/Yr)Admission | B.S Data ScienceIELTS6.5PTE69₹34.5L/Yr £29,830 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #24 |  University of Adelaide, AdelaideSouth Australia, Australia75%Acceptance Rate | Tuition: ₹25.45L/Yr (A$45,500/Yr)Living: ₹5.22L/Yr (A$9,328/Yr)Admission | B.S Applied Data AnalyticsTOEFL79PTE58₹25.45L/Yr A$45,500 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #25 |  Texas A&M University, College StationTexas, Usa67%Acceptance Rate | Tuition: ₹20.02L/Yr ($23,390/Yr)Living: ₹7.19L/Yr ($8,404/Yr)Admission | B.S VisualizationIELTS6PTE53₹20.02L/Yr $23,390 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #26 |  Pennsylvania State University, State CollegePennsylvania, Usa51.3%Acceptance Rate | Tuition: ₹31.65L/Yr ($36,974/Yr)Living: ₹9.65L/Yr ($11,280/Yr)Admission | B.S Data SciencesSAT1140IELTS6.5₹31.65L/Yr $36,974 Course duration: 4 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #27 |  Vrije Universiteit Amsterdam, AmsterdamNorth Holland, Netherlands40%Acceptance Rate | Tuition: ₹10.97L/Yr (€11,025/Yr)Living: ₹74.6K/Yr (€750/Yr)Admission | B.S Artificial IntelligenceTOEFL92₹12.84L/Yr €12,900 Course duration: 3 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #28 |  University of Leeds, LeedsEngland, Uk75.4%Acceptance Rate | Tuition: ₹38.42L/Yr (£33,222/Yr)Living: ₹9.43L/Yr (£8,151/Yr)Admission | B.S Computer Science with Artifi...IELTS6.0PTE60₹38.42L/Yr £33,222 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #29 |  University of Nottingham, NottinghamEngland, Uk11%Acceptance Rate | Tuition: ₹27.58L/Yr (£23,850/Yr)Living: ₹9.87L/Yr (£8,533/Yr)Admission | B.S Computer Science with Artifi...SAT1400IELTS6PTE65₹31.46L/Yr £27,200 Course duration: 3 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #30 |  University of Rochester, RochesterNew York, Usa35.5%Acceptance Rate | Tuition: ₹51.82L/Yr ($60,550/Yr)Living: ₹8.98L/Yr ($10,494/Yr)Admission | B.S Data ScienceDuolingo120IELTS7.5₹51.82L/Yr $60,550 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #31 |  Karlsruhe Institute of Technology, KarlsruheBaden-Wurttemberg, Germany20-30%Acceptance Rate | Tuition: ₹17.91L/Yr (€17,998/Yr)Admission | B.S Business Informatics₹17.91L/Yr €17,998 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #32 |  University of Technology Sydney, SydneyNew South Wales, Australia75.6%Acceptance Rate | Tuition: ₹24.75L/Yr (A$44,240/Yr)Living: ₹12.83L/Yr (A$22,940/Yr)Admission | B.S AnalyticsTOEFL79PTE58₹24.75L/Yr A$44,240 Course duration: 3 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #33 |  University of Auckland, AucklandNorth Island, New Zealand59%Acceptance Rate | Tuition: ₹18.28L/Yr (NZ$35,249/Yr)Living: ₹3.24L/Yr (NZ$6,239/Yr)Admission | B.S Data ScienceIELTS6PTE50₹18.28L/Yr NZ$35,249 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #34 |  Case Western Reserve University, ClevelandOhio, Usa35.4%Acceptance Rate | Tuition: ₹52.24L/Yr ($61,040/Yr)Living: ₹5.59L/Yr ($6,534/Yr)Admission | B.S Data Science and AnalyticsDuolingo115IELTS7PTE61₹52.24L/Yr $61,040 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #35 |  Eindhoven University of Technology, EindhovenNorth Brabant, Netherlands | Tuition: ₹12.24L/Yr (€12,300/Yr)Admission | B.S Data Science₹12.24L/Yr €12,300 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #36 |  University of Ottawa, OttawaOntario, Canada55%Acceptance Rate | Tuition: ₹24.35L/Yr (CA$38,692/Yr)Living: ₹10.28L/Yr (CA$16,334/Yr)Admission | B.S Computer Science - Data Scie...IELTS6.5PTE60₹24.35L/Yr CA$38,692 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #37 | Macquarie University, SydneyNew South Wales, Australia40%Acceptance Rate | Tuition: ₹22.21L/Yr (A$39,700/Yr)Living: ₹9.48L/Yr (A$16,947/Yr)Admission | B.S Data ScienceIELTS6.5PTE65₹22.26L/Yr A$39,800 Course duration: 3 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #38 |  Indiana University, BloomingtonIndiana, Usa78%Acceptance Rate | Tuition: ₹34.09L/Yr ($39,834/Yr)Living: ₹9.27L/Yr ($10,830/Yr)Admission | B.S Business Analytics₹34.09L/Yr $39,834 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #39 |  University of Wollongong, WollongongNew South Wales, Australia84.3%Acceptance Rate | Tuition: ₹17.96L/Yr (A$32,112/Yr)Living: ₹12.7L/Yr (A$22,695/Yr)Admission | B.S Data Science and AnalyticsIELTS6.0PTE54₹17.96L/Yr A$32,112 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #40 |  University of Sussex, BrightonEngland, Uk | Tuition: ₹26.8L/Yr (£23,175/Yr)Admission | B.S Computer Science and Artific...IELTS6.0PTE59₹26.8L/Yr £23,175 Course duration: 3 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #41 |  Northeastern University, BostonMassachusetts, Usa28.9%Acceptance Rate | Tuition: ₹50.58L/Yr ($59,100/Yr)Living: ₹22.79L/Yr ($26,630/Yr)Admission | B.S Data ScienceSAT1390IELTS6.5PTE53₹50.58L/Yr $59,100 Course duration: 4 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #42 |  University of Miami, Coral GablesFlorida, Usa37.7%Acceptance Rate | Tuition: ₹49.73L/Yr ($58,102/Yr)Living: ₹11.7L/Yr ($13,666/Yr)Admission | B.S Business AnalyticsACT30IELTS6.5₹49.73L/Yr $58,102 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #43 |  Rutgers University - New Jersey, New BrunswickNew Jersey, Usa58%Acceptance Rate | Tuition: ₹12.42L/Yr ($14,515/Yr)Living: ₹10.66L/Yr ($12,452/Yr)Admission | B.S Business Analytics and Infor...SAT1300TOEFL79PTE53₹12.42L/Yr $14,515 Course duration: 4 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #44 |  Simon Fraser University, BurnabyBritish Columbia, Canada65%Acceptance Rate | Tuition: ₹20.59L/Yr (CA$32,724/Yr)Living: ₹629.3/Yr (CA$10/Yr)Admission | B.S Data ScienceTOEFL88PTE65₹20.59L/Yr CA$32,724 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #45 |  University of Stuttgart, StuttgartBaden-Wurttemberg, Germany | Tuition: ₹2.99L/Yr (€3,000/Yr)Living: ₹24.13L/Yr (€24,242/Yr)Admission | B.S Data Science₹2.99L/Yr €3,000 Course duration: 3 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #46 |  University of Malaya, Kuala LumpurKuala Lumpur, Malaysia70%Acceptance Rate | Tuition: ₹84.4K/Yr (RM4,160/Yr)Living: ₹20.3K/Yr (RM1,000/Yr)Admission | B.S Computer Science (Artificial...IELTS5.0PTE41₹84.4K/Yr RM4,160 Course duration: 42 months Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #47 |  Loughborough University, LoughboroughEngland, Uk68%Acceptance Rate | Tuition: ₹31.52L/Yr (£27,250/Yr)Living: ₹10.07L/Yr (£8,710/Yr)Admission | B.S Computer Science and Artific...IELTS6.5PTE62₹31.52L/Yr £27,250 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #48 |  University of South Florida, TampaFlorida, Usa47%Acceptance Rate | Tuition: ₹14.83L/Yr ($17,324/Yr)Living: ₹7L/Yr ($8,176/Yr)Admission | B.S Information Studies - Data S...TOEFL79PTE53₹14.83L/Yr $17,324 Course duration: 4 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #49 |  Flinders University, AdelaideSouth Australia, Australia62%Acceptance Rate | Tuition: ₹18.85L/Yr (A$33,700/Yr)Living: ₹3.86L/Yr (A$6,900/Yr)Admission | B.S Artificial Intelligence₹18.85L/Yr A$33,700 Course duration: 4 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #50 |  University of South Australia, AdelaideSouth Australia, Australia | Tuition: ₹19.75L/Yr (A$35,300/Yr)Living: ₹5.02L/Yr (A$8,970/Yr)Admission | B.S Mathematics - Data ScienceTOEFL60PTE50₹19.75L/Yr A$35,300 Course duration: 3 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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