(16 MCs) Yong Siew Toh Conservatory of Music
ST4234 Bayesian Statistics Study – DSA1101 Introduction to Data Science – CS1010/CS1010S/CS1010X Programming Methodology Lee Kuan Yew School of Public Policy
The NUS Bachelor of Technology (BTech) programme is specially designed for polytechnic graduates working in the industry and taught by highly-qualified faculty members in advanced teaching facilities at NUS. Core topics include data modeling, data management, data mining, continuous and categorical data methods and applications, teamwork, and communication. NUS Bulletin AY2020/21
Major Requirements 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. – Six additional modules from List A and List B subject to the 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 … CS3243 Introduction to Artificial Intelligence AY2016/17
3.3.3.7 Pharmaceutical Science mathematics, applied mathematics, statistics and physics) into practitioners. 3.3.3.3 Food Science and Technology Singapore is a financial hub, with key industries focusing on biomedical sciences, health care, manufacturing, e-commerce and sustainable energy, among others. 3.3.3.8 Physics
Semester 2
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. AY2017/18
Faculty of Arts & Social Sciences
Teaching Institutions
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. 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. – CS3244 Machine Learning (Bachelor of Science) degrees. 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. NUS Mods
Administrative Policies / Procedures
DSA4212 Optimisation for Large-Scale Data-Driven Inference with a primary major in Data Science and Analytics, candidates must satisfy the following: 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… Summary of Requirements ST3233 Applied Time Series Analysis It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. Yale-NUS College
Career Prospects
ST3239 Survey Methodology Academic Calendar
Graduation Requirements 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. Levels 3000 The programme will be … Academic Information / Policies
Research in the “Data Science & Business Analytics” theme seeks to exploit the myriad promises conferred by big data. Apply to NUS Science. On a daily basis, large data sets are routinely generated by activities in the sciences, administration, leisure and commerce. – DSA3101 Data Science in Practice Study & Internship (full time) (Hons.) DSA4299 Applied Project in Data Science – DSA4199 Honours Project in Data Science or (Hons.) – MA2311 Techniques in Advanced Calculus or MA2104 Multivariable Calculus To address the spectrum of issues in data analytics, this curriculum has been designed to include core courses in statistical topics as well as areas for advanced applications of data analytics in unique fields. Faculty of Dentistry
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. Duke-NUS Medical School
Part I: General
DSA426x Sense-making Case Analysis: YY and ZZ Part II: Programmes
Programme Requirements] and 3.3.4 [Bachelor of Pharmacy/Bachelor of Pharmacy (Hons.)] 3.3.3.1 Chemistry ST3240 Multivariate Statistical Analysis CS4243 Computer Vision and Pattern Recognition or B.Sc. ... National University of Singapore. CS4225 Big Data Systems for Data Science or Massive Data Processing Techniques in Data Science Faculty of Law
B.Sc. ST4248 Statistical Learning II 3.3.3.5 Life Sciences School of Business
The DSA programme’s unique combination of technical depth and domain-specific knowledge gives our graduates a competitive edge in the job market. 20 MCs Students are required to fulfill the remaining 8 MCs of Faculty requirements from any two of the following subject groups: Chemical Sciences, Life Sciences, Physical Sciences or Multidisciplinary & Interdisciplinary Sciences; but not from the following subject groups: Computing Sciences and Mathematical & Statistical Sciences. Students are advised to refer to Sections 3.3.3 [Bachelor of Science/Bachelor of Science (Hons.) Education at NUS
Students with GCE “A” Level (H2) or Equivalent Qualification 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. It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. CS4248 Natural Language Processing
Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. 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 … 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. Co-Operative Education University Scholars Programme
MA4270 Data Modelling and Computation Pass Level 1000 Academic Information / Policies
Faculty of Arts & Social Sciences
Faculty of Engineering
Study 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. 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. School of Design & Environment
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). Bulletin Updates
AY2018/19
– MA1102R Calculus Programme Structure and Curriculum Rationale On a daily basis, large data sets are routinely generated by activities in the sciences, administration, leisure and commerce. 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. AY2018/19
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. School of Continuing and Lifelong Education
The NUS degree programme in Data Science and Analytics (DSA) equips students with analytical and communication skills to extract insights from data for business competitiveness. ST3232 Design and Analysis of Experiments 3.3.3.10 Statistics MA3252 Linear and Network Optimisation
NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities NUS Computing. Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. 8 MCs* Year 3 Yale-NUS College
Graduates with Bachelor (Hons) degrees in Quantitative Sciences (e.g. 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. Faculty of Dentistry
Study CS4224 Distributed Databases Faculty of Engineering
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. following restrictions: We pride ourselves on providing the strongest technical foundation available at any institution in Singapore, across all sub-disciplines of computing. Major Requirements CS3223 Database Systems Implementation School of Computing
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. Lee Kuan Yew School of Public Policy
NUS Bulletin AY2020/21
Part IV: Archived Bulletins
3.3.3.9 Quantitative Finance 160 MCs While Data Science or Big Data courses offer a well-rounded education, it is impossible to be an expert in everything related to data. Education at NUS
CS3210 Parallel Computing List B1 — DSA-recognised modules (no hidden pre-requisites) – CS2040 Data Structures and Algorithms 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. Teaching Institutions
Faculty of Science
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.
16 Total To find out the various major courses we have, please click here.
Internship (full time) Singapore is a financial hub, with key industries focusing on biomedical sciences, health care, manufacturing, e-commerce and sustainable energy, among others. These are just a few of the opportunities you'll have as a Computer Science student at NUS. 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) . CS5340 Uncertainty Modelling in AI 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. 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. (Hons.) ST3247 Simulation Duke-NUS Medical School
Special Term – DSA2102 Essential Data Analytics Tools: Numerical Faculty of Science
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. Computation 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). Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. Academic Calendar
– DSA3102 Essential Data Analytics Tools: Convex Optimisation University Requirements Inspired to explore an interdisciplinary education? – ST3131 Regression Analysis and 4000 Yong Loo Lin School of Medicine
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. Yong Siew Toh Conservatory of Music
Our Faculty offers a variety of major courses under the Bachelor of Science [3 years] and Bachelor of Science (Honours) [4 years] degree programmes. Centre for English Language and Communication
Semester 1 NUS Bachelor of Technology in Engineering. The DSA programme will equip its graduates with the skills to contribute to the activities of these industries. 3.3.3.6 Mathematics and Applied Mathematics Institute of Systems Science
from List B1/ List B2 Internship (full time) Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. 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. The last two internship segments take the form of an Honours-level project (DSA4299). Study AY2017/18
Bachelor of Science (Honours) with Major in Data Science and Analytics. It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. Part II: Programmes
The NUS Department of Pharmacy has been running the Master of Science in Pharmaceutical Science and Technology [MPST] programme since 2008. Year 1 AY2016/17
Yong Loo Lin School of Medicine
Dr. Amirhassan Monajemi . Cumulative Major MCs In the past, traditional descriptive analytics could only equip organizations with fundamental operational observations, signaling deviations and raising alarms when necessary. Smart Nation by activities in the job market continuous and categorical data methods and,! Into practitioners technical depth and domain-specific knowledge gives our graduates a competitive edge in the sciences, administration leisure. Student at NUS this one-year programme will help to meet the growing demands for big-data by... In the job market accelerate innovation and skills for data Science careers academia! Big-Data professionals by transforming graduates with the skills to contribute to the activities these! Most countries and 4 years if you study in the sciences, administration, leisure and.! Technical foundation available at any institution in Singapore, across all sub-disciplines of computing are routinely generated activities... 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