To be awarded a B.Sc. from List B1/ List B2 CS4248   Natural Language Processing MA3252   Linear and Network Optimisation Pass Inspired to explore an interdisciplinary education? 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. Levels 3000 The DSA programme’s unique combination of technical depth and domain-specific knowledge gives our graduates a competitive edge in the job market. Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. 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. School of Design & Environment Semester 2 Year 2 Module Level 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. Semester 1 The programme will be … 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… It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. – DSA3102 Essential Data Analytics Tools: Convex Optimisation Research in the “Data Science & Business Analytics” theme seeks to exploit the myriad promises conferred by big data. Part IV: Archived Bulletins – DSA4199 Honours Project in Data Science or 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. (Bachelor of Science) degrees. AY2018/19 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. Internship (full time) 3.3.3.9 Quantitative Finance While Data Science or Big Data courses offer a well-rounded education, it is impossible to be an expert in everything related to data.   8 MCs* Oftentimes, big data involves more fine-grained data that allows the investigation of more micro processes. Graduates with Bachelor (Hons) degrees in Quantitative Sciences (e.g. – DSA2101 Essential Data Analytics Tools: Data Visualisation Programme Structure and Curriculum Rationale Unrestricted Elective Modules ST3248    Statistical Learning I 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 … NUS Mods Lee Kuan Yew School of Public Policy ST3239    Survey Methodology Faculty of Science + There must be at least two modules each from List A and Special Term ST4234    Bayesian Statistics 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. + There must be at least four modules at level 4000 CS4231   Parallel and Distributed Algorithms Pass CS3243 Introduction to Artificial Intelligence The curriculum incorporates inter-disciplinary learning from computer science, mathematics and statistics. Programme Requirements] and 3.3.4 [Bachelor of Pharmacy/Bachelor of Pharmacy (Hons.)] These are just a few of the opportunities you'll have as a Computer Science student at NUS. Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. ... National University of Singapore. Level 1000 ST3233    Applied Time Series Analysis 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. Yale-NUS College Co-Operative Education Provost's Welcome Message 3.3.3.2 Computational Biology – MA2311 Techniques in Advanced Calculus or MA2104 Multivariable Calculus Study 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. 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. NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities NUS Computing. Teaching Institutions Part I: General Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. School of Continuing and Lifelong Education Provost's Welcome Message 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. It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. Academic Calendar – DSA3101 Data Science in Practice Career Prospects DSA426x Sense-making Case Analysis: YY and ZZ mathematics, applied mathematics, statistics and physics) into practitioners.   Dr. Amirhassan Monajemi . 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. Programme Structure and Curriculum Rationale. Yale-NUS College Study Faculty of Engineering 160 MCs The NUS Department of Pharmacy has been running the Master of Science in Pharmaceutical Science and Technology [MPST] programme since 2008. 3.3.3.7 Pharmaceutical Science 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. Year 3 CS4225  Big Data Systems for Data Science or Massive Data Processing Techniques in Data 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. 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 be awarded a B.Sc. University Scholars Programme – MA1101R Linear Algebra I University Town 2 College Avenue West, #01-03 (Stephen Riady Centre) Singapore 138607 (16 MCs) (Hons.) 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. * 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. The DSA programme will equip its graduates with the skills to contribute to the activities of these industries. Graduation Requirements School of Continuing and Lifelong 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. Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. Faculty of Science with a primary major in Data Science and Analytics, candidates must satisfy the following: 96 Big data does not necessarily mean data at a more macro scale. Part II: Programmes DSA4212  Optimisation for Large-Scale Data-Driven Inference Students are advised to refer to Sections 3.3.3 [Bachelor of Science/Bachelor of Science (Hons.)   20 MCs 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. Faculty of Dentistry AY2016/17 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. – ST2132 Mathematical Statistics 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. University Requirements – DSA1101 Introduction to Data Science CS4243   Computer Vision and Pattern Recognition The first three internship segments ride on the Undergraduate Professional Internship Programme (UPIP) of the Faculty of Science. Computation 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. Pass 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. 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. 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. Faculty of Arts & Social Sciences ST3247    Simulation Saw Swee Hock School of Public Health Education at NUS On a daily basis, large data sets are routinely generated by activities in the sciences, administration, leisure and commerce. 3.3.3 Bachelor of Science/Bachelor of Science (Hons) Programme Requirements [BSc/BSc (Hons)] ... 3.3.3.4 Data Science and Analytics. AY2016/17 3.3.3.8 Physics Cumulative Major MCs Yong Loo Lin School of Medicine CS3210   Parallel Computing or B.Sc. Education at NUS following restrictions: 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. ST3232    Design and Analysis of Experiments In the past, traditional descriptive analytics could only equip organizations with fundamental operational observations, signaling deviations and raising alarms when necessary. 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. MA4230   Matrix Computation Bulletin Updates Teaching Institutions Summary of Requirements MA4270 Data Modelling and Computation 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. 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. (24 MCs) AY2015/16. 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