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Data Science and Artificial Intelligence

Grouped here when the official title names data science, artificial intelligence, machine learning or analytics. Where a programme is titled as computer science with an AI track, U4S records the title the institution published rather than the track.

Data science and artificial intelligence cover statistical learning, machine learning methods, data engineering and the handling of large datasets. Some programmes sit in a computer science department, others in mathematics, statistics or a business school, and the balance of computing, statistics and domain work varies accordingly.

The programmes below were read from institutions’ own catalogues and grouped here by U4S. That grouping is an editorial judgement about the published title, not a statement from any institution, and two programmes sitting on this page are not thereby equivalent — content, entry requirements and the qualification awarded can differ substantially between them and between countries.

What this page holds

Programmes
185
Institutions
63
Countries
15

Coverage reflects which catalogues could be read, not which institutions teach the subject. An institution absent from this page may well run programmes in it.

Bachelor's programmes

Programmes read from official institutional catalogues, ordered alphabetically by title.
ProgrammeInstitutionLevelLanguage
Accountancy + Data ScienceUniversity of Illinois Urbana-Champaignthe United StatesBachelor'sNot reviewed
Accounting and Statistics & Data Analytics [BSc]The University of Glasgowthe United KingdomBachelor'sNot reviewed
Angewandte Mathematik und Machine LearningUniversity of ZurichSwitzerlandBachelor'sNot reviewed
Applied Data Analytics and VisualizationNew York Universitythe United StatesBachelor'sNot reviewed
Applied Mathematics with Scientific Computing and Scientific Machine LearningUniversity of WaterlooCanadaBachelor'sNot reviewed
Artificial IntelligenceColumbia Universitythe United StatesBachelor'sNot reviewed
Artificial IntelligenceKaunas University of TechnologyLithuaniaBachelor'sNot reviewed
Artificial IntelligenceNortheastern Universitythe United StatesBachelor'sNot reviewed
Artificial IntelligenceRadboud Universitythe NetherlandsBachelor'sNot reviewed
Artificial IntelligenceUniversity of Groningenthe NetherlandsBachelor'sNot reviewed
Artificial Intelligence [BSc/MSci]The University of Glasgowthe United KingdomBachelor'sNot reviewed
Artificial Intelligence and Computer Science BSc (Hons)The University of Edinburghthe United KingdomBachelor'sNot reviewed
Artificial Intelligence and Decision MakingMassachusetts Institute of Technologythe United StatesBachelor'sNot reviewed
Artificial Intelligence and Society, CertificatePennsylvania State Universitythe United StatesBachelor'sNot reviewed
Artificial Intelligence BSc (Hons)The University of Edinburghthe United KingdomBachelor'sNot reviewed
Artificial Intelligence EngineeringPennsylvania State Universitythe United StatesBachelor'sNot reviewed
Artificial Intelligence ProgramCarnegie Mellon Universitythe United StatesBachelor'sNot reviewed
Astronomy + Data ScienceUniversity of Illinois Urbana-Champaignthe United StatesBachelor'sNot reviewed
Bachelor of Advanced Computer Science [Artificial Intelligence] [Honours]The University of Western AustraliaAustraliaBachelor'sNot reviewed
Bachelor of Artificial IntelligenceDeakin UniversityAustraliaBachelor'sNot reviewed
Bachelor of Artificial IntelligenceVrije Universiteit BrusselBelgiumBachelor'sNot reviewed
Bachelor of Artificial Intelligence (Honours)Deakin UniversityAustraliaBachelor'sNot reviewed
Bachelor of Business AnalyticsUniversity of WollongongAustraliaBachelor'sNot reviewed
Bachelor of Data Science and AnalyticsUniversity of WollongongAustraliaBachelor'sNot reviewed
Bachelor of Mathematics and Data ScienceVrije Universiteit BrusselBelgiumBachelor'sNot reviewed
Bachelor’s Degree Programme in Immersive Software Engineering and AIUniversity of JyväskyläFinlandBachelor'sNot reviewed
Bachelor's Programme in Computational Science and Artificial IntelligenceLappeenranta-Lahti University of Technology LUTFinlandBachelor'sNot reviewed
Behavioral and Social Data Science, Humanities (BSBSDS)The University of Texas at Austinthe United StatesBachelor'sNot reviewed
Behavioral and Social Data Science, Psychology (BSBSDS)The University of Texas at Austinthe United StatesBachelor'sNot reviewed
Business AnalyticsMassachusetts Institute of Technologythe United StatesBachelor'sNot reviewed
Business Data AnalyticsVilnius UniversityLithuaniaBachelor'sNot reviewed
Chemistry with Artificial IntelligenceDublin City UniversityIrelandBachelor'sNot reviewed
Computer Science (Artificial Intelligence)The University of Sheffieldthe United KingdomBachelor'sNot reviewed
Computer Science (Artificial Intelligence) with a Foundation YearThe University of Sheffieldthe United KingdomBachelor'sNot reviewed
Computer Science with Data ScienceUniversity College DublinIrelandBachelor'sNot reviewed
Computer Science, Economics, and Data ScienceMassachusetts Institute of Technologythe United StatesBachelor'sNot reviewed
Computing (Artificial Intelligence and Machine Learning)Imperial College Londonthe United KingdomBachelor'sNot reviewed
Criminology and Data Analytics BASSThe University of Manchesterthe United KingdomBachelor'sNot reviewed
Data ScienceCarleton UniversityCanadaBachelor'sNot reviewed
Data ScienceColumbia Universitythe United StatesBachelor'sNot reviewed
Data ScienceIT University of CopenhagenDenmarkBachelor'sNot reviewed
Data ScienceUniversity of TorontoCanadaBachelor'sNot reviewed
Data ScienceUniversity of VictoriaCanadaBachelor'sNot reviewed
Data ScienceUniversity of WaterlooCanadaBachelor'sNot reviewed
Data ScienceUniversity of Wisconsin–Madisonthe United StatesBachelor'sNot reviewed
Data ScienceYork UniversityCanadaBachelor'sNot reviewed
Data Science and Artificial IntelligenceDublin City UniversityIrelandBachelor'sNot reviewed
Data Science and Artificial IntelligenceUniversity College CorkIrelandBachelor'sNot reviewed
Data Science and Economics BAEconThe University of Manchesterthe United KingdomBachelor'sNot reviewed
Data Science and EngineeringKaunas University of TechnologyLithuaniaBachelor'sNot reviewed
Data Science and SocietyUniversity of Groningenthe NetherlandsBachelor'sNot reviewed
Honours Bachelor of Commerce (Option in Business Analytics)University of OttawaCanadaBachelor'sNot reviewed
Language and Artificial Intelligence ManagementVilnius UniversityLithuaniaBachelor'sNot reviewed
Mathematical Foundations of Data Science (Bachelor - with aptitute test)University of ViennaAustriaBachelor'sNot reviewed
Statistics and Data Analytics (Bachelor - with OSA)University of ViennaAustriaBachelor'sNot reviewed

Master's programmes

Programmes read from official institutional catalogues, ordered alphabetically by title.
ProgrammeInstitutionLevelLanguage
Advanced Energy Systems and AI (Joint InnoEnergy)KTH Royal Institute of TechnologySwedenMaster'sNot reviewed
Advanced Microscopy with Artificial Intelligence [IntM]The University of Glasgowthe United KingdomMaster'sNot reviewed
Advanced Structural Engineering with Data ScienceImperial College Londonthe United KingdomMaster'sNot reviewed
AI for Business MScThe University of Edinburghthe United KingdomMaster'sNot reviewed
AI in Education [MSc]The University of Glasgowthe United KingdomMaster'sNot reviewed
AI, Economics and PolicyImperial College Londonthe United KingdomMaster'sNot reviewed
Applied AINortheastern Universitythe United StatesMaster'sNot reviewed
Applied AI for Medical Imaging MScThe University of Manchesterthe United KingdomMaster'sNot reviewed
Applied AI—ConnectNortheastern Universitythe United StatesMaster'sNot reviewed
Applied Clinical Data Analytics (MSc)University of GalwayIrelandMaster'sNot reviewed
Applied Clinical Data Analytics (PDip)University of GalwayIrelandMaster'sNot reviewed
Applied Data Science (Online Learning) MScThe University of Edinburghthe United KingdomMaster'sNot reviewed
Applied Machine LearningImperial College Londonthe United KingdomMaster'sNot reviewed
Artificial IntelligenceChalmers University of TechnologySwedenMaster'sNot reviewed
Artificial IntelligenceImperial College Londonthe United KingdomMaster'sNot reviewed
Artificial IntelligenceMaastricht Universitythe NetherlandsMaster'sNot reviewed
Artificial IntelligenceThe University of Sheffieldthe United KingdomMaster'sNot reviewed
Artificial Intelligence and Machine LearningImperial College Londonthe United KingdomMaster'sNot reviewed
Artificial Intelligence Applications and InnovationImperial College Londonthe United KingdomMaster'sNot reviewed
Artificial Intelligence for EngineeringThe University of Sheffieldthe United KingdomMaster'sNot reviewed
Artificial Intelligence for Professionals (PgCert)University of GalwayIrelandMaster'sNot reviewed
Artificial Intelligence in Computer ScienceKaunas University of TechnologyLithuaniaMaster'sNot reviewed
Artificial Intelligence MScThe University of Manchesterthe United KingdomMaster'sNot reviewed
Artificial Intelligence, MScUniversity of Southern DenmarkDenmarkMaster'sNot reviewed
Biomedical Research (Data Science)Imperial College Londonthe United KingdomMaster'sNot reviewed
Biostatistics and Data Science (Joint)KTH Royal Institute of TechnologySwedenMaster'sNot reviewed
Business AnalyticsAalto UniversityFinlandMaster'sNot reviewed
Business AnalyticsTechnical University of DenmarkDenmarkMaster'sNot reviewed
Business AnalyticsUniversity of Illinois Urbana-Champaignthe United StatesMaster'sNot reviewed
Business AnalyticsThe University of Sheffieldthe United KingdomMaster'sNot reviewed
Business Analytics (Master)University of ViennaAustriaMaster'sNot reviewed
Business Analytics & ManagementErasmus University Rotterdamthe NetherlandsMaster'sNot reviewed
Business Analytics and AIImperial College Londonthe United KingdomMaster'sNot reviewed
Business Analytics and AINew York Universitythe United StatesMaster'sNot reviewed
Business Analytics and Artificial IntelligenceIT University of CopenhagenDenmarkMaster'sNot reviewed
Business Analytics and OperationsUniversity of ZurichSwitzerlandMaster'sNot reviewed
Business Big Data AnalyticsKaunas University of TechnologyLithuaniaMaster'sNot reviewed
Cyber Security and AIRadboud Universitythe NetherlandsMaster'sNot reviewed
Data Analytics & Decision ScienceRWTH Aachen UniversityGermanyMaster'sNot reviewed
Data Analytics and Business Economics - Master's ProgrammeLund UniversitySwedenMaster'sNot reviewed
Data ScienceEPFL — École polytechnique fédérale de LausanneSwitzerlandMaster'sNot reviewed
Data ScienceRWTH Aachen UniversityGermanyMaster'sNot reviewed
Data ScienceTampere UniversityFinlandMaster'sNot reviewed
Data ScienceVilnius UniversityLithuaniaMaster'sNot reviewed
Data Science (Master)University of ViennaAustriaMaster'sNot reviewed
Data Science and AIRadboud Universitythe NetherlandsMaster'sNot reviewed
Data Science and Artificial IntelligenceKaunas University of TechnologyLithuaniaMaster'sNot reviewed
Data Science and Decision AnalyticsCornell Universitythe United StatesMaster'sNot reviewed
Data Science and Marketing AnalyticsErasmus University Rotterdamthe NetherlandsMaster'sNot reviewed
Data Science for Decision MakingMaastricht Universitythe NetherlandsMaster'sNot reviewed
Data Science for EconometricsErasmus University Rotterdamthe NetherlandsMaster'sNot reviewed
Data Science for Public PolicyCornell Universitythe United StatesMaster'sNot reviewed
Data Science, MScUniversity of Southern DenmarkDenmarkMaster'sNot reviewed
Digital Communication and AIUniversity of Southern DenmarkDenmarkMaster'sNot reviewed
European Law School: Law & AIMaastricht Universitythe NetherlandsMaster'sNot reviewed
Executive Data Science for Public PolicyCornell Universitythe United StatesMaster'sNot reviewed
Human-centered Artificial IntelligenceUniversity of GothenburgSwedenMaster'sNot reviewed
Human-Centered Artificial IntelligenceTechnical University of DenmarkDenmarkMaster'sNot reviewed
Machine LearningKTH Royal Institute of TechnologySwedenMaster'sNot reviewed
Machine Learning and Neural ComputingRadboud Universitythe NetherlandsMaster'sNot reviewed
Machine Learning, Data Science and Artificial IntelligenceAalto UniversityFinlandMaster'sNot reviewed
Machine Learning, Systems and Control - Master's ProgrammeLund UniversitySwedenMaster'sNot reviewed
Marketing Analytics and Data ScienceUniversity of Groningenthe NetherlandsMaster'sNot reviewed
Master of Applied Artificial IntelligenceDeakin UniversityAustraliaMaster'sNot reviewed
Master of Applied Artificial Intelligence (Global)Deakin UniversityAustraliaMaster'sNot reviewed
Master of Applied Informatics: Artificial intelligence and Data ScienceVrije Universiteit BrusselBelgiumMaster'sNot reviewed
Master of Applied Science Electrical and Computer Engineering and Concentration Applied Artificial IntelligenceUniversity of OttawaCanadaMaster'sNot reviewed
Master of Business AnalyticsUniversity of WollongongAustraliaMaster'sNot reviewed
Master of Business Analytics - UOWDUniversity of WollongongAustraliaMaster'sNot reviewed
Master of Business Analytics (coursework)The University of Western AustraliaAustraliaMaster'sNot reviewed
Master's Degree Programme in Artificial IntelligenceUniversity of JyväskyläFinlandMaster'sNot reviewed
Master's Degree Programme in Brain and Data Science (Erasmus Mundus)University of JyväskyläFinlandMaster'sNot reviewed
Master's Programme in Business AnalyticsLappeenranta-Lahti University of Technology LUTFinlandMaster'sNot reviewed
Mathematics, Statistics and Data ScienceChalmers University of TechnologySwedenMaster'sNot reviewed
MSc Data Science and Artificial Intelligence TechnologyDelft University of Technologythe NetherlandsMaster'sEnglish
MSc in Business Administration and Data ScienceCopenhagen Business SchoolDenmarkMaster'sNot reviewed
MSc in Business AnalyticsDublin City UniversityIrelandMaster'sNot reviewed
Responsible Data ScienceMaastricht Universitythe NetherlandsMaster'sNot reviewed
Signal Processing and Data ScienceAalto UniversityFinlandMaster'sNot reviewed
Signal Processing and Machine LearningTampere UniversityFinlandMaster'sNot reviewed
Spatial Data Science and GeoCommunication (Master)University of ViennaAustriaMaster'sNot reviewed
Statistical Data AnalyticsTampere UniversityFinlandMaster'sNot reviewed
Statistik and Data Analytics (Master)University of ViennaAustriaMaster'sNot reviewed

Postgraduate programmes

Programmes read from official institutional catalogues, ordered alphabetically by title.
ProgrammeInstitutionLevelLanguage
AI Engineering Graduate Credit Certificate ProgramPennsylvania State Universitythe United StatesPostgraduateNot reviewed
AI Strategy, Leadership, and Business Impact Graduate Credit Certificate ProgramPennsylvania State Universitythe United StatesPostgraduateNot reviewed
Applied Social Data Science (M.Sc.)Trinity College Dublin, The University of DublinIrelandPostgraduateNot reviewed
Artificial Intelligence (MSAI)The University of Texas at Austinthe United StatesPostgraduateNot reviewed
Artificial Intelligence ManagementYork UniversityCanadaPostgraduateNot reviewed
Artificial Intelligence: Foundations and Applications in AI/ML (Stackable Certificate)The University of Texas at Austinthe United StatesPostgraduateNot reviewed
Business AnalyticsYork UniversityCanadaPostgraduateNot reviewed
Business Analytics and AI for Management (M.Sc.)Trinity College Dublin, The University of DublinIrelandPostgraduateNot reviewed
Computer Science - Data Science (M.Sc./P.Grad.Dip)Trinity College Dublin, The University of DublinIrelandPostgraduateNot reviewed
Data ScienceThe University of British ColumbiaCanadaPostgraduateNot reviewed
Data Science (Collaborative Specialization)Carleton UniversityCanadaPostgraduateNot reviewed
Economics and Data ScienceUniversity of Cambridgethe United KingdomPostgraduateNot reviewed
European Master in Law, Data and Artificial IntelligenceDublin City UniversityIrelandPostgraduateNot reviewed
Microprogram Interdisciplinary Artificial IntelligenceUniversity of OttawaCanadaPostgraduateNot reviewed
Microprogram Product Management and Business AnalyticsUniversity of OttawaCanadaPostgraduateNot reviewed

Diploma / certificate programmes

Programmes read from official institutional catalogues, ordered alphabetically by title.
ProgrammeInstitutionLevelLanguage
AI ApplicationsNortheastern Universitythe United StatesDiploma / certificateNot reviewed
Applications of Artificial Intelligence in EngineeringUniversity of Wisconsin–Madisonthe United StatesDiploma / certificateNot reviewed
Engineering Data AnalyticsUniversity of Wisconsin–Madisonthe United StatesDiploma / certificateNot reviewed
Ethics of Data and Artificial IntelligenceUniversity of Wisconsin–Madisonthe United StatesDiploma / certificateNot reviewed
Geospatial Data ScienceUniversity of Wisconsin–Madisonthe United StatesDiploma / certificateNot reviewed
Graduate Certificate in Business AnalyticsThe University of Western AustraliaAustraliaDiploma / certificateNot reviewed
Graduate Certificate in Business AnalyticsUniversity of WollongongAustraliaDiploma / certificateNot reviewed
Graduate Certificate in Leadership and Ethics in AIThe University of Western AustraliaAustraliaDiploma / certificateNot reviewed
Graduate Certificate of Artificial IntelligenceDeakin UniversityAustraliaDiploma / certificateNot reviewed
Graduate Certificate of Artificial Intelligence for BusinessDeakin UniversityAustraliaDiploma / certificateNot reviewed
Postgraduate Certificate AI for the Common GoodVrije Universiteit BrusselBelgiumDiploma / certificateNot reviewed

Degree level not reviewed

The catalogues these were read from list programmes without declaring a level, and U4S does not infer one from a programme’s name.

Programmes read from official institutional catalogues, ordered alphabetically by title.
ProgrammeInstitutionLevelLanguage
Applied Data Science & Analytics (TU253R) Part-timeTechnological University DublinIrelandNot reviewedNot reviewed
Artificial IntelligenceUniversity of Southamptonthe United KingdomNot reviewedNot reviewed
Artificial Intelligence, MS—Align (Boston)Northeastern Universitythe United StatesNot reviewedNot reviewed
Big Data BiologyUniversity of Southamptonthe United KingdomNot reviewedNot reviewed
Business AnalyticsThe University of British ColumbiaCanadaNot reviewedNot reviewed
Business AnalyticsThe University of QueenslandAustraliaNot reviewedNot reviewed
Business Analytics (2 years)University of OuluFinlandNot reviewedNot reviewed
Business Analytics (BANA-​MS)Cornell Universitythe United StatesNot reviewedNot reviewed
Business Analytics (NYBANA-​MS)Cornell Universitythe United StatesNot reviewedNot reviewed
Business Analytics (TU912)Technological University DublinIrelandNot reviewedNot reviewed
Computer Science (Data Science) (TU059) Full TimeTechnological University DublinIrelandNot reviewedNot reviewed
Computer Science / Master of Data ScienceThe University of QueenslandAustraliaNot reviewedNot reviewed
Computer Science: Data Science and Artificial IntelligenceUniversity of AntwerpBelgiumNot reviewedNot reviewed
Data AnalyticsThe University of British ColumbiaCanadaNot reviewedNot reviewed
Data ScienceThe University of QueenslandAustraliaNot reviewedNot reviewed
Data Science (master)University of OsloNorwayNot reviewedNot reviewed
Epidemiology and Biomedical Data Science (2 years)University of OuluFinlandNot reviewedNot reviewed
Machine Learning of Natural Language ProcessingUniversity of AntwerpBelgiumNot reviewedNot reviewed
Machine learning og datavidenskabUniversity of CopenhagenDenmarkNot reviewedNot reviewed
Masterprogram i dataanalys – Data engineeringUppsala UniversitySwedenNot reviewedNot reviewed
Public Health Data ScienceNew York Universitythe United StatesNot reviewedNot reviewed