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| CD Rank | College Info | Tuition Fees & living Cost(Avg.) | Top Courses | Ranking & Reviews | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| #1 |  University of Oxford, OxfordEngland, Uk17.5%Acceptance Rate | Tuition: ₹17.89L/Yr (CA$29,268/Yr)Living: ₹8.6L/Yr (CA$14,070/Yr)Admission | M.Sc Statistical ScienceGRE updated314TOEFL100PTE66₹18.54L/Yr CA$30,330 Course duration: 1 year 4+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #2 |  Stanford University, StanfordCalifornia, Usa4.8%Acceptance Rate | Tuition: ₹27.49L/Yr ($32,589/Yr)Living: ₹25.82L/Yr ($30,610/Yr)Admission | M.S StatisticsGRE updated328IELTS7.0PTE68₹27.49L/Yr $32,589 Course duration: 2 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #3 |  Massachusetts Institute of Technology, CambridgeMassachusetts, Usa8.45%Acceptance Rate | Tuition: ₹42.26L/Yr ($50,100/Yr)Living: ₹13.82L/Yr ($16,390/Yr)Admission | Ph.D StatisticsGRE updated330IELTS7₹42.26L/Yr $50,100 Course duration: 5 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #4 |  Harvard University, CambridgeMassachusetts, Usa5.6%Acceptance Rate | Tuition: ₹36.71L/Yr ($43,526/Yr)Living: ₹11.17L/Yr ($13,248/Yr)Admission | M.S BiostatisticsGRE updated292TOEFL90₹44.25L/Yr $52,456 Course duration: 1 year 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Partner Colleges
Best In Faculty
University College London
London, England
₹26.99L
1st Year Fees
L.L.B English and German Law
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Best In Social Life
University of Bristol
Bristol, England
₹27.78L
1st Year Fees
L.L.M International Law and International Relations
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Mississippi State University
Mississippi State, Mississippi
₹11.43L
1st Year Fees
M.S Mechanical Engineering
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University of Cincinnati
Cincinnati, Ohio
₹28.11L
1st Year Fees
M.B.A
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Best In Academic
University of Central Lancashire
Preston, England
₹16.76L
1st Year Fees
B.A Accounting and Finance
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Best In Faculty
University of Alabama
Birmingham, Alabama
₹32.37L
1st Year Fees
M.B.A
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Engineering Institute of Technology
Perth, Western Australia
₹8.5L
1st Year Fees
M.Eng Mechanical Engineering
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Best In Infrastructure
waterloo test
Waterloo, Ontario
₹40.4K
1st Year Fees
M.S Data Science and Artificial Intelligence
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Best In Academic
Macquarie University
Sydney, New South Wales
₹18.94L
1st Year Fees
B.A Applied Finance
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Best In Academic
The University of Queensland
Brisbane, Queensland
₹24.8L
1st Year Fees
B.S Agribusiness
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| #5 |  University of Cambridge, CambridgeEngland, Uk | Tuition: ₹26.55L/Yr (£23,603/Yr)Living: ₹75.4K/Yr (£670/Yr)Admission | M.ScGMAT680TOEFL100₹22.67L/Yr £20,157 Course duration: 9 months 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #6 |  Imperial College London, LondonEngland, Uk14.3%Acceptance Rate | Tuition: ₹43.79L/Yr (£38,933/Yr)Living: ₹12.98L/Yr (£11,537/Yr)Admission | M.Sc StatisticsGRE updated314TOEFL92PTE62₹43.41L/Yr £38,600 Course duration: 1 year 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #7 |  University of California, BerkeleyCalifornia, Usa16.8%Acceptance Rate | Tuition: ₹4.83L/Yr ($5,721/Yr)Living: ₹17.01L/Yr ($20,168/Yr)Admission | M.A StatisticsIELTS7.0PTE54₹4.83L/Yr $5,721 Course duration: 1 year 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #8 |  Yale University, New HavenConnecticut, Usa6.3%Acceptance Rate | Tuition: ₹42.1L/Yr ($49,911/Yr)Living: ₹21.76L/Yr ($25,793/Yr)Admission | M.S BiostatisticsGRE updated322IELTS7PTE70₹38.55L/Yr $45,700 Course duration: 18 months 3+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #9 |  University of Chicago, ChicagoIllinois, Usa7.9%Acceptance Rate | Tuition: ₹62.15L/Yr ($73,676/Yr)Living: ₹15.52L/Yr ($18,396/Yr)Admission | M.B.A Econometrics and Statistic...GMAT600TOEFL100PTE54₹65.66L/Yr $77,841 Course duration: 2 years 3+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #10 |  second name testing, BaltimoreMaryland, Usa12.8%Acceptance Rate | Tuition: ₹49.53L/Yr ($58,720/Yr)Living: ₹14.88L/Yr ($17,640/Yr)Admission | M.A Applied Mathematics and Stat...GRE updated317TOEFL100₹49.53L/Yr $58,720 Course duration: 2 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| #11 |  University of Pennsylvania, PhiladelphiaPennsylvania, Usa9.4%Acceptance Rate | Tuition: ₹42.26L/Yr ($50,096/Yr)Living: ₹15.09L/Yr ($17,888/Yr)Admission | M.S Statistics, Measurement, Ass...GRE updated324TOEFL100PTE68₹36.17L/Yr $42,876 Course duration: 2 years 3+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #12 |  Columbia University, New York CityNew York, Usa7%Acceptance Rate | Tuition: ₹1.73L/Yr (Mex$40,323/Yr)Living: ₹44.7K/Yr (Mex$10,416/Yr)Admission | M.A StatisticsGRE updated311TOEFL100PTE68₹2.12L/Yr Mex$49,360 Course duration: 2 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #13 |  University of California, Los AngelesCalifornia, Usa10.8%Acceptance Rate | Tuition: ₹9.87L/Yr ($11,700/Yr)Living: ₹14.46L/Yr ($17,148/Yr)Admission | M.S StatisticsGRE updated326IELTS7₹9.87L/Yr $11,700 Course duration: 2 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #14 |  National University of Singapore, SingaporeSingapore, Singapore25%Acceptance Rate | Tuition: ₹11.54L/Yr (S$17,650/Yr)Living: ₹3.05L/Yr (S$4,662/Yr)Admission | B.S Statistics - Finance and Bus...IELTS6.5PTE62₹11.54L/Yr S$17,650 Course duration: 4 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #15 |  Cornell University, IthacaNew York, Usa14.1%Acceptance Rate | Tuition: ₹41.19L/Yr ($48,830/Yr)Living: ₹8.97L/Yr ($10,635/Yr)Admission | M.P.S Applied StatisticsIELTS7PTE70₹34.49L/Yr $40,888 Course duration: 1 year 3+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #16 |  university of toronto test, TorontoOntario, Canada43%Acceptance Rate | Tuition: ₹5.82L/Yr (HK$53,480/Yr)Living: ₹108.8/Yr (HK$10/Yr)Admission | M.S StatisticsGRE updated309TOEFL93₹3.28L/Yr HK$30,120 Course duration: 2 years 4+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #17 | University College London, LondonEngland, Uk63%Acceptance Rate | Tuition: ₹34.89L/Yr (£31,020/Yr)Living: ₹20.22L/Yr (£17,981/Yr)Admission | M.Sc Mathematics and Statistical...IELTS6.5PTE59₹33.07L/Yr £29,400 Course duration: 4 years 4+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #18 | .jpeg?h=40&w=40&mode=stretch) University of Michigan, Ann ArborMichigan, Usa28%Acceptance Rate | Tuition: ₹44.25L/Yr ($52,456/Yr)Living: ₹10.15L/Yr ($12,034/Yr)Admission | M.S BiostatisticsIELTS6.5₹44.25L/Yr $52,456 Course duration: 2 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #19 |  Carnegie Mellon University, PittsburghPennsylvania, Usa21.7%Acceptance Rate | Tuition: ₹47.13L/Yr ($55,873/Yr)Living: ₹11.63L/Yr ($13,784/Yr)Admission | B.S Statistics and Data ScienceTOEFL102₹48.55L/Yr $57,560 Course duration: 4 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #20 |  University of Washington, SeattleWashington, Usa45.4%Acceptance Rate | Tuition: ₹29.78L/Yr ($35,300/Yr)Living: ₹10.22L/Yr ($12,117/Yr)Admission | M.S BiostatisticsTOEFL92PTE61₹26.07L/Yr $30,912 Course duration: 2 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #21 |  Duke University, DurhamNorth Carolina, Usa10,8%Acceptance Rate | Tuition: ₹53.81L/Yr ($63,793/Yr)Living: ₹14.46L/Yr ($17,138/Yr)Admission | M.S Statistical ScienceGRE updated315IELTS7.0₹52.82L/Yr $62,620 Course duration: 2 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #22 |  Northwestern University, EvanstonIllinois, Usa7%Acceptance Rate | Tuition: ₹35.08L/Yr ($41,594/Yr)Living: ₹13.54L/Yr ($16,047/Yr)Admission | B.A StatisticsSAT1460IELTS6.5₹35.08L/Yr $41,594 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #23 |  University of Edinburgh, EdinburghScotland, Uk10%Acceptance Rate | Tuition: ₹27.92L/Yr (£24,825/Yr)Living: ₹11.19L/Yr (£9,950/Yr)Admission | M.Sc Statistics with Data Scienc...GRE updated298IELTS6.0PTE56₹29.58L/Yr £26,300 Course duration: 1 year 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #24 |  University of California, San DiegoCalifornia, Usa34%Acceptance Rate | Tuition: ₹27.57L/Yr ($32,685/Yr)Admission | M.S StatisticsTOEFL80PTE65₹27.57L/Yr $32,685 Course duration: 2 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #25 |  The University of Hong Kong, PokfulamHong Kong, Hong Kong | Tuition: ₹2.03L/Yr (HK$18,642/Yr)Admission | M.A Statistics₹2.03L/Yr HK$18,642 Course duration: 1 year Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #26 |  Georgia Institute of Technology, AtlantaGeorgia, Usa23%Acceptance Rate | Tuition: ₹30.07L/Yr ($35,646/Yr)Living: ₹6.77L/Yr ($8,032/Yr)Admission | M.S StatisticsTOEFL90₹30.07L/Yr $35,646 Course duration: 2 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #27 |  The University of Melbourne, MelbourneVictoria, Australia70%Acceptance Rate | Tuition: ₹18.54L/Yr (A$34,076/Yr)Living: ₹10.88L/Yr (A$20,000/Yr)Admission | M.S BiostatisticsTOEFL79PTE64₹18.54L/Yr A$34,076 Course duration: 18 months Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #28 |  Ludwig Maximilian University of Munich, MunichBavaria, Germany | Tuition: ₹27.5K/Yr (€287/Yr)Living: ₹69.5K/Yr (€725/Yr)Admission | B.A Computer Science plus Statis...₹27.5K/Yr €287 Course duration: 3 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #29 |  King's College London, LondonEngland, Uk13%Acceptance Rate | Tuition: ₹26.72L/Yr (£23,760/Yr)Living: ₹1.42L/Yr (£1,265/Yr)Admission | B.S Mathematics with StatisticsIELTS6.0PTE59₹26.05L/Yr £23,160 Course duration: 3 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #30 |  The University of British Columbia, VancouverBritish Columbia, Canada69%Acceptance Rate | Tuition: ₹20.8L/Yr (CA$34,030/Yr)Living: ₹6.94L/Yr (CA$11,353/Yr)Admission | M.S StatisticsGRE updated310TOEFL100₹5.81L/Yr CA$9,500 Course duration: 2 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #31 |  new name testing, UrbanaIllinois, Usa66%Acceptance Rate | Tuition: ₹29.1K/Yr (лв29,962/Yr)Admission | M.S Statistics - Analytics Conce...₹28.2K/Yr лв29,034 Course duration: 2 years 4+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #32 |  London School of Economics and Political Science, LondonEngland, Uk8.9%Acceptance Rate | Tuition: ₹33.71L/Yr (£29,973/Yr)Living: ₹15.09L/Yr (£13,416/Yr)Admission | M.Sc StatisticsIELTS7PTE69₹36.5L/Yr £32,457 Course duration: 9 months 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #33 |  The University of Manchester, ManchesterEngland, Uk70.6%Acceptance Rate | Tuition: ₹28.68L/Yr (£25,500/Yr)Living: ₹11.58L/Yr (£10,300/Yr)Admission | M.Sc StatisticsGRE updated298IELTS6.5PTE60₹28.68L/Yr £25,500 Course duration: 1 year 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #34 |  University of Texas, AustinTexas, Usa40%Acceptance Rate | Tuition: ₹29.37L/Yr ($34,816/Yr)Living: ₹10.36L/Yr ($12,286/Yr)Admission | M.S StatisticsGRE updated312IELTS6.5₹19.53L/Yr $23,149 Course duration: 2 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #35 |  Chinese University of Hong Kong, ShatinHong Kong, Hong Kong | Tuition: ₹71K/Yr (HK$6,523/Yr)Admission | M.S Data Science and Business St...₹83.5K/Yr HK$7,677 Course duration: 2 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #36 |  University of California, DavisCalifornia, Usa38%Acceptance Rate | Tuition: ₹32.17L/Yr ($38,134/Yr)Living: ₹13.61L/Yr ($16,136/Yr)Admission | M.S StatisticsTOEFL80PTE54₹28.04L/Yr $33,238 Course duration: 2 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #37 |  University of Wisconsin, MadisonWisconsin, Usa57.6%Acceptance Rate | Tuition: ₹29.67L/Yr ($35,174/Yr)Living: ₹13.37L/Yr ($15,849/Yr)Admission | B.S StatisticsDuolingo105IELTS6.5PTE54₹29.67L/Yr $35,174 Course duration: 4 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #38 |  The Hong Kong University of Science & Technology, Hong KongHong Kong, Hong Kong | Tuition: ₹15.23L/Yr (HK$140,000/Yr)Admission | B.S Decision Analytics₹15.23L/Yr HK$140,000 Course duration: 4 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #39 |  Brown University, ProvidenceRhode Island, Usa9.3%Acceptance Rate | Tuition: ₹53.87L/Yr ($63,866/Yr)Living: ₹8.24L/Yr ($9,774/Yr)Admission | M.S BiostatisticsIELTS7₹53.87L/Yr $63,866 Course duration: 5 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #40 |  Australian National University test, CanberraAustralian Capital Territory , Australia86.8%Acceptance Rate | Tuition: ₹25.73L/Yr (A$47,283/Yr)Living: ₹7.48L/Yr (A$13,744/Yr)Admission | M.S StatisticsIELTS6.5PTE64₹26.85L/Yr A$49,330 Course duration: 2 years 3+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #41 |  Washington University, St. LouisMissouri, Usa17%Acceptance Rate | Tuition: ₹25.03L/Yr ($29,675/Yr)Living: ₹13.08L/Yr ($15,511/Yr)Admission | M.S BiostatisticsIELTS7.0PTE68₹24.88L/Yr $29,500 Course duration: 2 years 1 More Program | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #42 |  University of California, Santa BarbaraCalifornia, Usa36%Acceptance Rate | Tuition: ₹21.69L/Yr ($25,718/Yr)Living: ₹12.8L/Yr ($15,169/Yr)Admission | M.A Statistics and Applied Proba...TOEFL80₹12.74L/Yr $15,102 Course duration: 2 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #43 |  University of North Carolina, Chapel HillNorth Carolina, Usa30.5%Acceptance Rate | Tuition: ₹28.87L/Yr ($34,231/Yr)Living: ₹9.75L/Yr ($11,556/Yr)Admission | M.S Statistics₹26L/Yr $30,826 Course duration: 2 years 4+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #44 |  University of Southern California, Los AngelesCalifornia, Usa12.9%Acceptance Rate | Tuition: ₹29.22L/Yr ($34,643/Yr)Living: ₹14.11L/Yr ($16,732/Yr)Admission | M.S StatisticsGRE updated317TOEFL90PTE68₹36.05L/Yr $42,740 Course duration: 2 years 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #45 |  Leiden University, LeidenSouth Holland, Netherlands63%Acceptance Rate | Tuition: ₹18.79L/Yr (€19,600/Yr)Living: ₹96.4K/Yr (€1,006/Yr)Admission | M.S Data Science: Statistical Sc...₹18.79L/Yr €19,600 Course duration: 2 years 3+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #46 |  Boston University, BostonMassachusetts, Usa29.4%Acceptance Rate | Tuition: ₹49.4L/Yr ($58,560/Yr)Living: ₹14.68L/Yr ($17,400/Yr)Admission | M.S Applied BiostatisticsGRE updated298TOEFL84₹49.4L/Yr $58,560 Course duration: 1 year 2+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #47 | University of Bristol, BristolEngland, Uk67%Acceptance Rate | Tuition: ₹25.84L/Yr (£22,975/Yr)Living: ₹5.75L/Yr (£5,112/Yr)Admission | M.Res Advanced Quantitative Meth...IELTS6.5PTE67₹22.61L/Yr £20,100 Course duration: 1 year 3+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #48 |  University of New South Wales, SydneyNew South Wales, Australia78.5%Acceptance Rate | Tuition: ₹16.22L/Yr (A$29,808/Yr)Living: ₹10.22L/Yr (A$18,772/Yr)Admission | M.S StatisticsIELTS7.0PTE65₹16.22L/Yr A$29,808 Course duration: 2 years Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #49 |  University of Minnesota - Twin Cities, MinneapolisMinnesota, Usa51%Acceptance Rate | Tuition: ₹27.83L/Yr ($32,998/Yr)Living: ₹8.31L/Yr ($9,852/Yr)Admission | M.S StatisticsTOEFL79PTE59₹25.19L/Yr $29,864 Course duration: 2 years 6+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| #50 |  Purdue University, West LafayetteIndiana, Usa56%Acceptance Rate | Tuition: ₹21.65L/Yr ($25,661/Yr)Living: ₹9.83L/Yr ($11,650/Yr)Admission | M.S StatisticsGMAT500IELTS6.5₹12.14L/Yr $14,397 Course duration: 2 years 3+ More Programs | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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