數據科學 :提供數據科學相關學位的大學

Credit: Nika Mizerski
Credit: Nika Mizerski

 

歡迎來到數據科學系列,本系列將以生活化的方式介紹什麼是數據科學以及如何取得數據科學相關的學位或認證。


 

什麼是數據科學(Data Science)?

數據科學包含的範圍非常的廣大,在不同的領域數據科學包含了千變萬化的知識。

數據科學主要的構成是:

統計學 + 電腦科學 (計算機科學) + 資訊工程 + 駭客精神


 

在這大數據時代各個公司開始意識到數據分析對社會上的影響。為了滿足企業的需求,許多大學紛紛開始規劃跟數據科學相關的職位。因為這是一個新興的需求,目前對數據科學的學位並沒有一個統稱。常見的有Data Science (數據科學)、 Data Mining (數據挖掘)、 Data Analytics (數據分析)、 Informatics (信息學)、以及Business Analytics (商業分析)。雖然名稱不太相同,但是他們的本質都是提供數據方面人才。

 

下列表格出了英語系國家擁有數據科學科系的的大學,除了校名跟科名其餘我已經翻譯成中文。值得一提的是有許多名校友有提供在線學位讓沒時間當全職學生的人們也可以攻讀。

以下由Ryan Swanstrom整裡 (經過本人同意轉載),英文好的朋友可以去光臨他的Blog,Ryan提供了豐富的數據科學相關資訊。

 

學校名稱 科名 在校學位 在線學位 學位類型
Stevens Institute of Technology Business Intelligence & Analytics M.S. (碩士)
iSchool @ Syracuse University Data Science Grad Certificate (深造文憑)
North Carolina State University Analytics M.S. (碩士)
Northwestern University Predictive Analytics /Analytics 否/是 是/否 M.S. (碩士)
Stanford University Data Mining 一些課程 Grad Certificate (深造文憑)
University of Cincinnati Business Analytics M.S. (碩士)
Oxford University Data and Systems Analysis ? Undergrad Adv. Diploma (本科畢業證書)
University of California San Diego Data Mining Grad Certificate (深造文憑)
University of Washington Data Science Certificate (認證)
Georgia Southern University Computer Science with concentration in Data and Knowledge Systems M.S. (碩士)
University of San Francisco Analytics M.S. (碩士)
Louisiana State University Analytics M.S. (碩士)
Michigan State University Business Analytics M.S. (碩士)
College of Charleston Data Science B.S. (學士) and minor (副修)
University of Dundee Data Science M.S. (碩士)
UC Berkeley iSchool Information Management and Systems M.S. (碩士)I.S. & Ph.D.
Carnegie Mellon University Business Intelligence and Data Analytics 否 (Global) M.I.S.M. (碩士)
Loras College Business Analytics MBA (工商管理碩士)
Central Connecticut State University Data Mining M.S. (碩士)
George Mason University Informatics or Data Science minor (副修), B.S. (學士), M.S. (碩士), PhD (博士)
New York University Data Science M.S. (碩士)
The University of Manchester ACS: Data and Knowledge Management MSc MSc (碩士)
University College London MSc Web Science and Big Data Analytics MSc (碩士)
Dublin Institute of Technology MSc in Computing (Data Analytics) MSc (碩士)
Sheffield Hallam University MSc Big Data Analytics MSc (碩士)
Royal Holloway, University of London MSc in Big Data MSc (碩士)
The University of Edinburgh Informatics MSc MSc (碩士)
University College London MSc in Computational Statistics and Machine Learning MSc (碩士)
University of Essex MSc Big Data and Text Analytics MSc (碩士)
De Montfort University Business Intelligence Systems and Data Mining MSc/PG Dip/PG Cert MSc (碩士)/Certificate (認證)
University of Greenwich MSc Data Warehousing and Data Mining MSc (碩士)
University of East Anglia MSc Knowledge Discovery and Datamining MSc (碩士)
University of St Andrews MSc. Applied Statistics and Datamining MSc (碩士)
University College London PhD Studentships in Statistics Available: “Big Data” and its Applications PhD(博士)
Aalborg University MSc Data Engineering MSc (碩士)
Linköping University MSc Statistics and Data Mining MSc (碩士)
UCD Michael Smurfit Graduate Business School Msc in Business Analytics MSc (碩士)
University of Milan-Bicocca Master of Business Intelligence & Decision Support Systems (MU1) MSc (碩士)
Maastricht University MSc International Business (track: Business Intelligence) MSc (碩士)
Aarhus University Business Intelligence MSc MSc (碩士)
University of Helsinki MSc Algorithms and Machine Learning MSc (碩士)
University of Antwerp MSc Computer Science (specialization: Databases) MSc (碩士)
Dalarna University MSc Business Intelligence MSc (碩士)
University of Bristol MSc Advanced Computing (Machine Learning and Data Mining) MSc (碩士)
Aalto University MSc Machine Learning and Data Mining MSc (碩士)
KTH Royal Institute of Technology MSc Machine Learning MSc (碩士)
University of Westminster MSc Business Intelligence and Analytics MSc (碩士)
Université Pierre et Marie Curie (UPMC) MSc Artificial intelligence and decision specialization (M2) MSc (碩士)
Sheffield Hallam University MSc Database Professional MSc (碩士)
Université de Nantes MSc Data Mining and Knowledge Management MSc (碩士)
TELECOM SudParis MSc Automatic Data Processing MSc (碩士)
University of Liverpool MRes Advanced Science (Computer Science pathway) (Data Mining) MSc (碩士)
Carnegie Mellon University Very Large Information Systems M.S. (碩士)
Brown University Big Data PhD(博士)
University of Washington Big Data PhD(博士)
Penn State University Social Data Analytics PhD(博士)
University of East London Data Mining and Knowledge Management MSc (碩士)
University of Technology Syndney Master of Analytics M.S. (碩士)
George Washington University Master in Business Analytics M.S. (碩士)
Northwestern College (Iowa) Analytics Certificate Undergrad Certificate (本科文憑)
The Chinese University of Hong Kong Data Science & Business Statistics MSc (碩士)
Bournemouth University Applied Data Analytics MSc (碩士)
University of Warwick Data Analytics MSc (碩士)
University of Southampton Business Analytics and Management Sciences (BAMS) MSc (碩士)
University of Kent Management Science (Business Analytics) MSc (碩士)
University College Dublin Computer Science (Negotiated Learning) MSc (碩士)
Swansea University Modelling, Uncertainty and Data MSc (碩士)
Institute of Technology Blanchardstown Computing (Business Intelligence & Data Mining) MSc (碩士)
St Joseph University, PA Business Intelligence M.S. (碩士)
Pace University Customer Intelligence and Analytics M.S. (碩士)
Fordham University Business Analytics M.S. (碩士)
NYU Stern Business Analytics M.S. (碩士)
USC CS with Data Science M.S. (碩士)
Birmingham City University Business Intelligence MSc (碩士)
University of Surrey Business Analytics MSc (碩士)
Robert Gordon University Computing: Information Engineering MSc (碩士)
The University of Manchester Information Management MSc (碩士)
Sheffield Hallam University Web and Cloud Computing MSc (碩士)
Brunel University Business Intelligence and Social Media MSc (碩士)
Warwick Business School Business Analytics & Consulting MSc (碩士)
University of Leicester Data Analysis for Business Intelligence MSc (碩士)
University of Reading Advanced Computer Science MSc (碩士)
Illinois Inst. of Tech Specializations in Data Science B.S. (學士) & M.S. (碩士)
Bentley University Marketing Analytics M.S. (碩士)
Bentley University Business Analytics Certificate (認證)
Rensselaer Polytechnic Institute Business Analytics M.S. (碩士)
Dublin City University Computing (Data Analytics) MSc (碩士)
University of Technology Sydney Analytics PhD(博士)
City University of New York (CUNY) Data Analytics M.S. (碩士)
EISTI Graduate Engineering School (France) Business Analytics MSc (碩士)
Polytechnic University of Turin Big Data Engineering MSc (碩士)
Otto von Guericke University Magdeburg Data and Knowledge Engineering MSc (碩士)
University of Konstanz Information Engineering MSc (碩士)
Birkbeck, University of London Advanced Computing Technologies MSc (碩士)
University of Strathclyde Business Analysis & Consulting MSc (碩士)
Aston University MSc Business Analytics and Information Systems Management MSc (碩士)
Manchester Business School Business Analytics MSc (碩士)
Robert Gordon University Information Engineering MSc (碩士)
Irish Management Institute Data Business MSc (碩士)
University Of Texas Business Analytics M.S. (碩士)
University Of Pittsburgh Big Data Analytics MSIS(碩士)
University Of Southern California (USC) Data Science M.S. (碩士)
Georgia Tech Computer Science with specialization in machine learning M.S. (碩士)
Illinois Institute of Technology Data Science M.S (碩士)
Illinois Institute of Technology CS specialization in Data Analytics M.S. (碩士)
University College Cork Data Science and Analytics MSc (碩士)
Leeds Metropolitan University Business Intelligence MSc (碩士)
Universities of Saint-Etienne (France) and Alicante (Spain) Machine Learning and Data Mining MSc (碩士)
National College of Ireland Data Analytics High Dip. (文憑)
Pompeu Fabra University Intelligent Interactive System MSc (碩士)
Drexel University Business Analytics M.S. (碩士)
University of Verona (Italy) Business Intelligence and Knowledge Management MSc (碩士)
University of Chicago Analytics M.S. (碩士)
University of California Berkeley Information and Data Science MIDS(碩士)
University of Iowa Business Analytics BAIS (學士)
Carnegie Mellon University Machine Learning PhD(博士)
Northern Kentucky University Data Science B.S. (學士)
University of Michigan – Dearborn Business Analytics M.S. (碩士)
Coventry University Data Science and Computational Intelligence MSc (碩士)
Goldsmiths, University of London Data Science MSc (碩士)
NUI Galway Computer Science (Analytics Spec.) M.E.(碩士)
Royal Holloway, University of London Data Science and Analytics MSc (碩士)
University of San Francisco Data Science B.S. (學士)
University of Otago Business Data Science MBusDataSc (碩士)
UC Berkeley Extension Business Intelligence Certificate (認證)
UC Irvine Extension Predictive Analytics Certificate (認證)
UMUC Data Analytics M.S. (碩士)
York University Business Analytics MSc (碩士)
University of Warwick Data Science B.S. (學士)
Vrije Universiteit Amsterdam Business Analytics MSc (碩士)
University of Pisa Business Informatics MSc (碩士)
Radboud Universiteit Nijmegen Business Analytics and modeling MSc (碩士)
Rotterdam School of Management, Erasmus University Business Information Management MSc (碩士)
Ben-Gurion University of the Negev Spec. in Data Mining and Business Intelligence MSc (碩士)
Barcelona School of Management Universitat Pompeu Fabra Business Analytics MSc (碩士)
National University of Singapore Business Analytics M.S. (碩士)
University of Tennessee Business Analytics M.S. (碩士)
Università degli Studi di Genova Statistics Mathematics And Data Management B.S. (學士)
WU (Vienna University of Economics and Business) Master of Science in Information Systems (IS) MSc (碩士)
NOVA School of Statistics and Information Management (ISEGI NOVA) Master Degree in Information Management, Specialization in Information Systems and Technologies Management MSc (碩士)
Mykolas Romeris University Business Informatics (Graduate) MSc (碩士)
National University of Ireland, Galway MSc (Information Systems Management) MSc (碩士)
Macquarie University, Sydney Australia Master of Data Science MSc (碩士)
Deakin University Master of Business Analytics MSc (碩士)
Columbia University Masters in Data Sciences M.S. (碩士)
Texas A&M University M.S. in Analytics M.S. (碩士)
Harrisburg University of Science and Technology M.S. in Analytics M.S. (碩士)
Bowling Green State University M.S. in Analytics M.S. (碩士)
Southern New Hampshire University M.S. in Data Analytics M.S. (碩士)
University of Maryland University College M.S. in Data Analytics M.S. (碩士)
DePaul University M.S. in Predictive Analytics M.S. (碩士)
Brandeis University M.S. in Strategic Analytics M.S. (碩士)
University of Connecticut M.S. in Business Analytics and Project Management M.S. (碩士)
Arizona State University M.S. in Business Analytics M.S. (碩士)
M.S. in Information, Risk and Operations Management University of Texas at Austin M.S. (碩士)
Cornell University M.Eng. concentration in Data Analytics M.S. (碩士)
Rutgers University Master of Business and Science with concentration in Analytics M.S. (碩士)
University of Maryland, College Park M.S. in Business with concentration in Marketing Analytics M.S. (碩士)
Harvard University M.S. in Computational Science and Engineering M.S. (碩士)
University of Illinois, Urbana-Champaign M.S. in Statistics with concentration in Analytics M.S. (碩士)
Kennesaw State University M.S. in Applied Statistics M.S. (碩士)
Southern Methodist University M.S. in Applied Statistics and Data Analytics M.S. (碩士)
Imperial College London M.Sc in Computing (Machine Learning) M.S. (碩士)
Cornell University Master of Professional Studies (MPS) in Applied Statistics (Option II: Data Science) M.S. (碩士)
University of Alberta MSc in Statistical Machine Learning M.S. (碩士)
Aarhus University Industrial PhD in Big Data analysis PhD(博士)
University of Washington PhD in Statistics, track in Machine Learning and Big Data PhD(博士)
Telecom Paristech Big Data MSc (碩士)
Queen’s University Management Analytics M.S. (碩士)
University of the Fraser Valley Data Analysis Certificate (認證)
Colorado Technical University C.S. Big Data Analytics D.C.S. (博士)
University of Colorado at Boulder Business Analytics M.S. (碩士)BA
Worcester Polytechnic Institute Business Analytics M.S. (碩士), certificate (認證), B.S. (學士)
U. of Arkansas Little Rock Information Quality M.S. (碩士), certificate (認證), PhD
Maastricht University Artificial Intelligence MSc (碩士)
TU Dormund (Germany) Data Science MSc (碩士)
TU Dormund (Germany) Data Analysis and Data Management B.S. (學士)
University of Rochester Data Science B.S. (學士), M.S. (碩士), PhD
The Ohio State University Data Analytics B.S. (學士)
University of Texas at Dallas Business Analytics M.S. (碩士)
Hong Kong University of Sci & Tech (香港科技大學) Business Intelligence BSc (學士)
University of Central Florida Data Mining M.S. (碩士), certificate (認證)

最後更新:05/06/2015

最新的列表,請至 Colleges with Data Science Degrees

 

 

 

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