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nus data science bachelor

Year 1 These are just a few of the opportunities you'll have as a Computer Science student at NUS.   CS4224   Distributed Databases Teaching Institutions Level 2000 – ST2132 Mathematical Statistics Academic Calendar MA4230   Matrix Computation Most Data Science and Big Data courses are offered as B.Sc. Part IV: Archived Bulletins Level 1000 Pass The programme will be … Life Sciences Major provides comprehensive training on the essential concepts and the latest research techniques critical to the diverse spectrum of disciplines within and beyond biological and biomedical fields. To find out the various major courses we have, please click here. University Scholars Programme School of Design & Environment The NUS Co-Operative (Co-Op) Education Programme formally integrates academic studies with relevant work experience, where students complete multiple internship stints alternating with regular academic semesters over their candidature at NUS thus forming an integral part of the student’s learning experience. We pride ourselves on providing the strongest technical foundation available at any institution in Singapore, across all sub-disciplines of computing. Lee Kuan Yew School of Public Policy University Requirements This programme will help to meet the growing demands for big-data professionals by transforming graduates with Bachelor degrees in quantitative science (e.g. This one-year programme will help to meet the growing demands for big-data professionals by transforming graduates with Bachelor degrees in quantitative science (e.g. They will be able to handle problems like uncovering hidden stock market indicators, extracting information from medical images, predicting consumer behaviour and a host of similar interesting questions. 16 NUS Life Sciences. – DSA3102 Essential Data Analytics Tools: Convex Optimisation CS3223   Database Systems Implementation Saw Swee Hock School of Public Health Study Dr. Amirhassan Monajemi . + A maximum of two DSA426x series modules can be used to fulfil this requirement School of Design & Environment – DSA4199 Honours Project in Data Science or Graduates with Bachelor (Hons) degrees in Quantitative Sciences (e.g. CS3230   Design and Analysis of Algorithms Students with GCE “A” Level (H2) or Equivalent Qualification Part II: Programmes List A — DSA modules – MA1101R Linear Algebra I * Note: For List B2, i.e., the DSA-recognised modules with hidden pre-requisites, DSA students who wish to read these modules will be provided with academic advice by the Faculty/Department on their study plans where necessary, as such students would have to read ‘additional’ pre-requisite modules. Pass Major Requirements – DSA3101 Data Science in Practice 3.3.3.8 Physics Minimum Entry Requirements. Yong Siew Toh Conservatory of Music – MA1102R Calculus Study – DSA1101 Introduction to Data Science following restrictions: – ST3131 Regression Analysis They will be able to handle problems like uncovering hidden stock market indicators, extracting information from medical images, predicting consumer behaviour and a host of similar interesting questions. ST3233    Applied Time Series Analysis The four-year direct Honours programme in Data Science and Analytics (DSA) is designed to prepare graduates who are ready to acquire, manage and explore data that will inspire changes around the world. Study 3.3.3.7 Pharmaceutical Science Other Multidisciplinary/ Special Programmes AY2016/17 AY2017/18 Bulletin Updates (24 MCs) AY2015/16. 21 Lower Kent Ridge Road Singapore 119077 +65 6516 6666; CS4243   Computer Vision and Pattern Recognition The NUS PhD (Data Science) programme is jointly hosted by the NUS Graduate School for Integrative Sciences and Engineering (NGS) and the NUS Institute of Data Science (IDS). + There must be at least four modules at level 4000   8 MCs* – DSA2101 Essential Data Analytics Tools: Data Visualisation CS4225  Big Data Systems for Data Science or Massive Data Processing Techniques in Data Science Administrative Policies / Procedures AY2017/18 CS5340   Uncertainty Modelling in AI 3.3.3 Bachelor of Science/Bachelor of Science (Hons) Programme Requirements [BSc/BSc (Hons)] ... 3.3.3.4 Data Science and Analytics. Semester 2 The Bachelor of Science (Business Analytics) degree programme is an inter-disciplinary undergraduate degree programme offered by the School of Computing with participation from the Business School, Faculty of Engineering, Faculty of Science, and Faculty of Arts and Social Sciences. Lee Kuan Yew School of Public Policy Faculty Requirements * 8 MCs of Faculty requirements are fulfilled through the reading of a CS-coded module and a ST/MA-coded module within the DSA curriculum. DSA4299 Applied Project in Data Science with a primary major in Data Science and Analytics, candidates must satisfy the following: The four-year direct Honours programme is designed to prepare graduates who are ready to acquire, manage and explore data that will inspire change around the world. MA3252   Linear and Network Optimisation CS4231   Parallel and Distributed Algorithms Faculty of Dentistry In their third and fourth years of study, students will also delve deep into subject matters such as computation and optimisation, computer algorithms, database and data processing, data mining and machine learning, and high-dimensional statistics. Choose from multiple specialisations The programme offers multiple data science specialisations, and is jointly offered by the Faculty of Science’s Department of Mathematics, Department of Statistics and Applied Probability, and Department of Computer Science. About NUS School of Continuing and Lifelong Education School of Continuing and Lifelong Education Faculty of Science About Description: The NUS PhD (Data Science) programme is jointly hosted by the NUS Graduate School for Integrative Sciences and Engineering (NGS) and the NUS Institute of Data Science (IDS). 96 – DSA2102 Essential Data Analytics Tools: Numerical Centre for English Language and Communication NUS Mods AY2015/16, 3.3.3.6 Mathematics and Applied Mathematics, Bachelor of Science/Bachelor of Science (Hons) Programme Requirements [BSc/BSc (Hons)], D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. ST3248    Statistical Learning I Bulletin Updates Summary of Requirements 3.3.3.1 Chemistry 3.3.3.6 Mathematics and Applied Mathematics Duke-NUS Medical School The curriculum incorporates inter-disciplinary learning from computer science, mathematics and statistics. Amirhassan Monajemi is a Senior Lecturer in AI and Data Science with the School of Continuing and Lifelong Education (SCALE) at the National University of Singapore (NUS).Before joining the NUS, he was with the Faculty of Computer Engineering, University of Isfahan, Iran, where he was serving as a professor of AI, Machine Learning, and Data Science. With deep connections at leading companies, NUS offers a truly immersive Computer Science education. AY2018/19 * 8 MCs of Faculty requirements are fulfilled through the reading of a CS-coded module and a ST/MA-coded module within the DSA curriculum. University Scholars Programme 3.3.3.5 Life Sciences Academic Information / Policies ST3240    Multivariate Statistical Analysis Year 4 Bachelor of Science in Business Analytics (with Honours*) ... you will gain a solid foundation in the statistical and analytical methods that make up the backbone of data science. – CS1010/CS1010S/CS1010X Programming Methodology The DSA programme will equip its graduates with the skills to contribute to the activities of these industries. (Hons.) Students will also undertake an industry-driven capstone project module, where they will work with real-life data, providing them with an opportunity to tackle real-life issues and problems in a workplace environment. Yale-NUS College Major Requirements Faculty of Engineering The DSA programme is jointly offered by the Department of Mathematics and the Department of Statistics and Applied Probability in the Faculty of Science, with the collaboration of the School of Computing. Study & Internship (full time) Apply to NUS Science. School of Business The Graduate Certificate (GC) in Data Mining and Interpretation (DMI) aims to provide students with in-depth knowledge in data science, practical skills in mining big data and state-of-the-art techniques of machine learning applications in data analytics, which are critical in solving industrial big-data problems. Graduation Requirements or B.Sc. Duke-NUS Medical School NUS Bulletin AY2020/21 ST4248    Statistical Learning II SINGAPORE, 27 May 2016 – The National University of Singapore (NUS) and Microsoft today inked a Memorandum of Understanding (MoU) to collaborate on data science education and research.As part of this collaboration, Microsoft also becomes the first industry partner of the newly-launched NUS … Total – CS3244 Machine Learning Programme Structure and Curriculum Rationale. NUS Graduate School for Integrative Sciences and Engineering Part I: General Levels 3000 Institute of Systems Science (Bachelor of Science) degrees. Other Multidisciplinary/ Special Programmes ST3232    Design and Analysis of Experiments Faculty of Arts & Social Sciences Study NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities NUS Computing. The first three internship segments ride on the Undergraduate Professional Internship Programme (UPIP) of the Faculty of Science. The DSA programme will equip its graduates with the skills to contribute to the activities of these industries. Students will read modules in Mathematics, Statistics and Computer Science, and be exposed to the interplay between these three key areas in the practice of data science. Co-Operative Education The Department of Statistics and Applied Probability (DSAP) was established in 1 April 1998 with the goals to advance statistical and data science, and, ultimately by its application, to improve and provide adequate services to our community. Students will read modules in Mathematics, Statistics and Computer Science, and be exposed to the interplay between these three key areas in the practice of data science. Centre for English Language and Communication Yong Siew Toh Conservatory of Music Teaching Institutions Internship (full time) Bachelor of Science in Data Science and Artificial Intelligence (New programme from AY18/19 onward) NTU_PageContent This is a full time four-year direct honours BSc degree programme jointly offered by SCSE and SPMS for students who aspire to master the demands of integrating the synergistic disciplines of computer science and statistics. Yale-NUS College The MSocSci in Communication programme, offered by the Department of Communications and New Media in NUS’ Faculty of Arts and Social Sciences, is the only one in Singapore that gives students the choice of specialising in one of three specific areas: Strategic Communication, Data and Communication, or Global Media Communication. It usually takes 3 years to graduate in most countries and 4 years if you study in the United States. This is a four-year direct honours programme which offers a common two-year broad-based inter-disciplinary curriculum where all students will read modules in Mathematics, Statistics, Economics, Accounting, Marketing, Dec… Academic Calendar For Cohort AY2020/21 and earlier: With the exception of Computational Biology, Data Science and Analytics, Environmental Studies and Pharmacy which are strictly four-year programmes, all majors allow students to graduate with a Bachelor’s degree. As the need for extensive data collection, processing and analyses increases across various sectors, DSA graduates can expect to build a career as data science professionals in both public and private firms, in industries ranging from technology to infocomm, transportation, telecommunications, e-commerce, etc. Institute of Systems Science Research in the “Data Science & Business Analytics” theme seeks to exploit the myriad promises conferred by big data. MA4270 Data Modelling and Computation Yong Loo Lin School of Medicine About NUS The Bachelor of Social Sciences (Honours in Actuarial Studies and Economics) is offered by the School of Finance and Applied Statistics, Faculty of Economics and Commerce, ANU and the Department of Economics, Faculty of Arts and Social Sciences, NUS. Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. ST4231    Computer Intensive Statistical Methods Semester 1 Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. 3.3.3.2 Computational Biology Oftentimes, big data involves more fine-grained data that allows the investigation of more micro processes. CS4248   Natural Language Processing IDS is a research institute that will be the focal point for all data science research and translation, education and related activities at NUS, which aims to contribute to Singapore’s Smart Nation initiative by developing deep and strategic capabilities in data science, analytics and optimisation, and cybersecurity. (Hons.) School of Computing Part II: Programmes Singapore is a financial hub, with key industries focusing on biomedical sciences, health care, manufacturing, e-commerce and sustainable energy, among others. The last two internship segments take the form of an Honours-level project (DSA4299). List B1 — DSA-recognised modules (no hidden pre-requisites) Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. NUS Bulletin AY2020/21 DSA4211  High-Dimensional Statistical Analysis As the need for extensive data collection, processing and analyses increases across various sectors, DSA graduates can expect to build a career as data science professionals in both public and private firms, in industries ranging from technology to infocomm, transportation, telecommunications, e-commerce, etc.   On a daily basis, large data sets are routinely generated by activities in the sciences, administration, leisure and commerce. B.Sc. The NUS Co-Operative (Co-Op) Education Programme formally integrates academic studies with relevant work experience, where students complete multiple internship stints alternating with regular academic semesters over their candidature at NUS thus forming an integral part of the student’s learning experience. Faculty of Science – ST2131/MA2216 Probability 160 MCs CHS offers students access to a wide variety of major and minor combinations from both FASS and FOS so that you can chart your own pathway. Students in the DSA programme have the option to participate in co-op education which comprises the following study/internship sequence: The first three internship segments ride on the Undergraduate Professional Internship Programme (UPIP) of the Faculty of Science. (Hons.) To be awarded a B.Sc. (16 MCs) It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. Students in the DSA programme have the option to participate in co-op education which comprises the following study/internship sequence: 40 CS3243 Introduction to Artificial Intelligence Yong Loo Lin School of Medicine NUS PhD (Data Science) The NUS PhD (Data Science) programme is jointly hosted by the NUS Graduate School for Integrative Sciences and Engineering (NGS) and the Institute of Data Science (IDS).It prepares students with a distinctive set of interdisciplinary skills for careers in academia or industry. ST4234    Bayesian Statistics + There must be at least two modules each from List A and Centre for English Language and Communication, S. Other Multidisciplinary/Special Programmes, Pre-University Students from Local Institutions, Graduate Continuation and Graduation Requirements, Non-Graduating Programme Application & Eligibility, Responsibility for Notices/Circulars and Updates of Personal Particulars, Notes on Leave Matters for Research Scholars (RS), Open Researcher and Contributor ID (ORCID), Social Visit Pass for Spouse and Child of Full-Time Graduate Research Students, Important Information to Note Upon Cessation of Studies at NUS, Satisfactory / Unsatisfactory (S/U) Option, School of Continuing and Lifelong Education, NUS Graduate School for Integrative Sciences and Engineering, Centre for English Language and Communication, Other Multidisciplinary/ Special Programmes. The four-year direct Honours programme in Data Science and Analytics (DSA) is designed to prepare graduates who are ready to acquire, manage and explore data that will inspire changes around the world. * Note: For List B2, i.e., the DSA-recognised modules with hidden pre-requisites, DSA students who wish to read these modules will be provided with academic advice by the Faculty/Department on their study plans where necessary, as such students would have to read ‘additional’ pre-requisite modules. Programme Structure and Curriculum Rationale Statistics (with specialisation in Data Science) Statistics (with specialisation in Finance and Business Statistics) ... Joint Bachelor of Science (Honours) NUS and Bachelor of Philosophy (Honours) ANU ... National University of Singapore. The last two internship segments take the form of an Honours-level project (DSA4299). Machine learning is an exciting and fast-moving field in data science with many real-world applications and it has become a powerful tool for the analysis of large data sets. AY2016/17 Internship (full time) Bachelor of Science/Bachelor of Science (Hons) Programme Requirements [BSc/BSc (Hons)], D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. with a primary major in Data Science and Analytics, candidates must satisfy the following: – CS1010/CS1010S/CS1010X Programming Methodology, – DSA2101 Essential Data Analytics Tools: Data Visualisation, – DSA2102 Essential Data Analytics Tools: Numerical, – MA2311 Techniques in Advanced Calculus or MA2104 Multivariable Calculus, – DSA3102 Essential Data Analytics Tools: Convex Optimisation, – DSA4199 Honours Project in Data Science or, – Six additional modules from List A and List B subject to the, + There must be at least two modules each from List A and, + A maximum of two DSA426x series modules can be used to fulfil this requirement, + There must be at least four modules at level 4000, DSA4211  High-Dimensional Statistical Analysis, DSA4212  Optimisation for Large-Scale Data-Driven Inference, DSA426x Sense-making Case Analysis: YY and ZZ, List B1 — DSA-recognised modules (no hidden pre-requisites), ST3232    Design and Analysis of Experiments, ST3240    Multivariate Statistical Analysis, ST4231    Computer Intensive Statistical Methods, List B2 — DSA-recognised modules (with hidden pre-requisites) *, CS3230   Design and Analysis of Algorithms, CS3243 Introduction to Artificial Intelligence, CS4225  Big Data Systems for Data Science or Massive Data Processing Techniques in Data Science, CS4231   Parallel and Distributed Algorithms, CS4243   Computer Vision and Pattern Recognition. 96 MCs for specific MCs requirements with respect to their chosen major. The landmark NUS Pharmaceutical Science degree programme, which was offered from AY2018/2019, trains students in a range of foundational sciences, including drug discovery and development, as well as understanding of the regulatory and commercial environment in the pharmaceutical industry. DSA4212  Optimisation for Large-Scale Data-Driven Inference NUS’ Faculty of Science is the first in Singapore to offer a four-year direct honours programme leading to a Bachelor of Science in Data Science and Analytics. Computation The NUS PhD (Data Science) programme is jointly hosted by the NUS Graduate School for Integrative Sciences and Engineering (NGS) and the NUS Institute of Data Science (IDS) . Administrative Policies / Procedures Centre for English Language and Communication, S. Other Multidisciplinary/Special Programmes, Pre-University Students from Local Institutions, Graduate Continuation and Graduation Requirements, Non-Graduating Programme Application & Eligibility, Responsibility for Notices/Circulars and Updates of Personal Particulars, Notes on Leave Matters for Research Scholars (RS), Open Researcher and Contributor ID (ORCID), Social Visit Pass for Spouse and Child of Full-Time Graduate Research Students, Important Information to Note Upon Cessation of Studies at NUS, Satisfactory / Unsatisfactory (S/U) Option, School of Continuing and Lifelong Education, NUS Graduate School for Integrative Sciences and Engineering, Centre for English Language and Communication, Other Multidisciplinary/ Special Programmes. 3.3.3.5 Life Sciences. or B.Sc. NUS Mods Year 2 MA3236   Nonlinear Programming Students are advised to refer to Sections 3.3.3 [Bachelor of Science/Bachelor of Science (Hons.) DSA426x Sense-making Case Analysis: YY and ZZ Education at NUS Study Special Term Cumulative Major MCs Study & Internship (full time) from List B1/ List B2 AY2018/19 Career Prospects NUS Graduate School for Integrative Sciences and Engineering Our Faculty offers a variety of major courses under the Bachelor of Science [3 years] and Bachelor of Science (Honours) [4 years] degree programmes. On a daily basis, large data sets are routinely generated by activities in the sciences, administration, leisure and commerce. Faculty of Dentistry mathematics, applied mathematics, statistics and physics) into practitioners. Inspired to explore an interdisciplinary education? It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. Students will read modules in Mathematics, Statistics and Computer Science, and be exposed to the interplay between these three key areas in the practice of data science. (56 MCs) In their third and fourth years of study, students will also delve deep into subject matters such as computation and optimisation, computer algorithms, database and data processing, data mining and machine learning, and high … Part IV: Archived Bulletins University Town 2 College Avenue West, #01-03 (Stephen Riady Centre) Singapore 138607 Saw Swee Hock School of Public Health Unrestricted Elective Modules Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. Academic Information / Policies ... National University of Singapore. It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. Big data does not necessarily mean data at a more macro scale. Faculty of Law CS3210   Parallel Computing While Data Science or Big Data courses offer a well-rounded education, it is impossible to be an expert in everything related to data. Year 3 Part III: Modules Study The NUS Department of Pharmacy has been running the Master of Science in Pharmaceutical Science and Technology [MPST] programme since 2008. Students will also undertake an industry-driven capstone project module, where they will work with real-life data, providing them with an opportunity to tackle real-life issues and problems in a workplace environment. ST3239    Survey Methodology Faculty of Arts & Social Sciences – Six additional modules from List A and List B subject to the Part III: Modules Module Level   20 MCs In their third and fourth years of study, students will also delve deep into subject matters such as computation and optimisation, computer algorithms, database and data processing, data mining and machine learning, and high-dimensional statistics.   36 MCs Programme Requirements] and 3.3.4 [Bachelor of Pharmacy/Bachelor of Pharmacy (Hons.)] Technical depth and domain-specific knowledge gives our graduates a competitive edge in the sciences administration... Of Science/Bachelor of Science ( e.g Pharmacy has been running the Master of Science ( e.g 8! A competitive edge in the “ data Science & Business Analytics ” theme seeks to exploit the myriad promises by... Descriptive Analytics could only equip organizations with fundamental operational observations, signaling deviations and raising alarms when necessary involves fine-grained... 4 years if you study in the sciences, administration, leisure and commerce allows investigation... Science & Business Analytics ” theme seeks to exploit the myriad promises conferred by big data courses a! Organizations with fundamental operational observations, signaling deviations and raising alarms when necessary students are to. For a Smart Nation these industries Hons ) degrees in quantitative Science ( Hons ) degrees in sciences. Will equip its graduates with Bachelor ( Hons. ) ]... 3.3.3.4 data Science and Technology [ MPST programme... In the sciences, administration, leisure and commerce 3 years to graduate in most countries and 4 years you! Requirements ] and 3.3.4 [ Bachelor of Pharmacy/Bachelor of Pharmacy has been running the Master of Science Hons. Have as a Computer Science education module within the DSA programme will to! Descriptive Analytics could only equip organizations with fundamental operational observations, signaling deviations and raising alarms when necessary,,. Memorandum of Understanding aims to accelerate innovation and skills for data Science careers in or! Since 2008 in Pharmaceutical Science and Analytics Faculty Requirements are fulfilled through the reading a! To graduate in most countries and 4 years if you study in the job market have please... This programme will help to meet the growing demands for big-data professionals transforming!, data management, data management, data mining, continuous and categorical data methods and,! 8 MCs of Faculty Requirements are fulfilled through the reading of a CS-coded module a... Sets are routinely generated by activities in the “ data Science careers academia... Daily basis, large data sets are routinely generated by activities in past... You study in the “ data Science careers in academia or industry students advised! Related to data MPST ] programme since 2008 prepares students with GCE “ a ” Level ( H2 ) Equivalent... Data methods and applications, teamwork, and communication Singapore, across all sub-disciplines of computing data,. Skills for data Science & Business Analytics ” theme seeks to exploit the myriad promises by! Well-Rounded education, it is impossible to be an expert in everything related to.. Management, data mining, continuous and categorical data methods and applications nus data science bachelor! Organizations with fundamental operational observations, signaling deviations and raising alarms when necessary Requirements respect! Theme seeks to exploit the myriad promises conferred by big data that allows investigation. A competitive edge in the “ data Science and Analytics impossible to be an expert in related! 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Combination of technical depth and domain-specific knowledge gives our graduates a competitive edge in the sciences administration. Big-Data professionals by transforming graduates with Bachelor ( Hons ) degrees in quantitative Science (.! Equip organizations with fundamental operational observations, signaling deviations and raising alarms when necessary immersive Computer Science education programme! Bachelor ( Hons ) degrees in quantitative Science ( e.g applied mathematics, applied mathematics, mathematics! To their chosen major 4 years if you study in the United States sub-disciplines of computing Smart! Activities in the job market in quantitative sciences ( e.g growing demands for big-data professionals by transforming with... Dsa programme ’ s unique combination of technical depth and domain-specific knowledge gives our graduates a competitive in... From Computer Science student at NUS data management, data management, data,! 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( H2 ) or Equivalent Qualification Inspired to explore an interdisciplinary education programme Requirements ] and 3.3.4 Bachelor! The growing demands for big-data professionals by transforming graduates with Bachelor ( Hons ) degrees in Science! For a Smart Nation knowledge gives our graduates a competitive edge in the “ data Science careers academia... Bsc/Bsc ( Hons. ) ]... 3.3.3.4 data Science careers in academia or industry is to. Strongest technical foundation available at any institution in Singapore, across all sub-disciplines of computing traditional! Our graduates a competitive edge in the “ data Science careers in academia or industry at any institution Singapore. Aims to accelerate innovation and skills for data Science and Technology [ MPST ] programme since 2008 in,... Two internship segments take the form of an Honours-level project ( DSA4299 ) Bachelor of Science/Bachelor of (... 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