Phone number: +65 65162203 Bulletin Updates at AC Nielsen . Information Systems NUS Bulletin AY2020/21 NUS Bulletin AY2020/21 Administrative Policies / Procedures Computer Science and Mathematics share a synergistic relationship in many ways – foundations of computer science have its roots in mathematics starting from the notion of computation (the Turing machine); discrete mathematics is an indispensable tool in understanding structures and systems in computer science. It will then cover the Data Science Workflow - training models and testing them through the application of machine learning models to various industry-relevant data science problems. The modular credit (MC) requirement for a Minor programme should be at least 24 MCs. The aim of this minor programme is to introduce students to the basic concepts and practices in statistics as a pathway to enhance the analytical skill and statistical reasoning in dealing with information related to their majors. (Hons.) School of Business Yale-NUS College Lee Kuan Yew School of Public Policy Business Analytics (Data Science and Analytics) In addition, BBA and BBA (Accountancy) students who are matriculated from AY2017/18 onwards and specialised in Business Analytics are not allowed to graduate with a Minor in Business Analytics. 3.3.10.3 Minor in Computer Science A sneak peek of what you could be. 3.3.10.1 Minor in Artificial Intelligence (Computational Biology) B.Comp. This programme offers a broad-based education in mathematics and covers the same nine core mathematics modules as in the primary Major in Mathematics/Applied Mathematics. (Computer Science) B.Comp. The core modules are: Students also have to select TWO elective modules, which contribute a total of 8 MCs, from a basket of elective modules which may change from time to time. Faculty of Science 3.3.10.4 Minor in Information Security AY2015/16. Julian Lin is a Senior Lecturer in Cybersecurity and Data Analytics with School of Continuing and Lifelong Education (SCALE) at the National University of Singapore (NUS). CS4225 Big Data Systems for Data Science The Minor is launched from AY 2020/21. The MCs under Unrestricted Elective module requirements can be used to satisfy the Minor programme requirements. NUS Bulletin– Essential information that concerns you as a student. Log in to LumiNUS (log in with valid NUSNET ID) Select Module Search tab. Dr. Amirhassan Monajemi . It provides significant depth, but unlike a specialisation, it does so in an additional area outside of the Major. IT2002 Database Technology and Management or CS2102 Database Systems For students matriculated in AY2017/18 and after: B.Sc. AY2017/18 Data Science and Analytics. Part III: Modules At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. Up to 8 MCs (out of 24 MCs) may be used to meet the requirements for both the Minor  and a Major or another Minor, subject to the agreement of the particular department(s), faculty/faculties or programme(s) hosting the Minor. Tan Wye Yan (Data Science & Analytics): Kwan Im Thong Cho Temple Science Merit Scholarship . Bulletin Updates AY2018/19 Select Survey in the module > select Application for Double Degree Programme in Computer Science … Students in the Minor in Data Engineering are required to complete a minimum of 24 MCs, including a mix of core modules and elective modules. The other 8 MCs may be earned through credit transfers, advanced placement and exemptions, provided these MCs are earned from modules deemed relevant to the particular Minor programme. Important Note. Yale-NUS College The Singapore 100 Women in Tech List … Faculty of Dentistry School of Design & Environment Part II: Programmes Our Business Analytics programme will equip you with the knowledge and skills to uncover key insights from big data using statistics, analytics, and Computing. IE4210 Operations Research II (Business Analytics) B.Sc. Mathematics & Statistics. School of Computing Technology plays a key role in the growth of a business. (Hons.) Sample Study Schedule. 3.3.10.5 Minor in Information Systems, D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. The course will define data science and explore the first two things a data scientist must do – cleaning and visualising data. Duke-NUS Medical School The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. FASS students of the 2006 cohort and onwards are allowed to read a minor in Statistics. Computing students are free to read any minor, subject to availability. with a major in Statistics [160 MCs] B.Sc. IE4211 Modelling and Analytics In addition to learning knowledge in data science, students will also have opportunities to explore the integration of machine learning and data analysis in sectors such as financial industry, healthcare and government. Teaching Institutions Congratulations to our 2012 graduates Chua Hui Xiang and Charmain Tan Seow Fen for making it to the list of Singapore 100 Women in Tech List year 2020 this year! NUS Graduate School for Integrative Sciences and Engineering On a daily basis, large data sets are routinely generated by activities in the … NUS Graduate School for Integrative Sciences and Engineering This minor is not awarded with the primary major in Mathematics, Applied Mathematics, Quantitative Finance, and Data Science & Analytics, and second major in Mathematics, Financial Mathematics and Data Analytics. These would consist of graded modules with assigned grade points, or modules with an ‘S’ or ‘CS’ grade. Find a Module > enter “MATDDP” & Module Type > select “Non-Academic Modules”. Saw Swee Hock School of Public Health About NUS (Hons.) Statistics is an interdisciplinary subject in nature. 3.3.10.4 Minor in Information Security EE with Minor in Management. 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. A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS, unless indicated otherwise by Faculties/Departments for specific minors. Enquiry Please contact Life Sciences Enquiry dbsbox2@nus.edu.sg . The declaration to join the Minor should be made by the start of the fifth semester of the undergraduate candidature. At least 12 MCs (out of 24 MCs) for any Minor programme must be taken from outside the entire set of modules that are listed for the major(s)/another minor that the student is taking/has taken. B.Sc. 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 and Machine Learning. The Minor is open to students from all Faculties and is designed to meet the needs of students from a variety of backgrounds. Analyse online consumer behaviour and make recommendations to improve overall business performance and search visibility. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Part II: Programmes For more information and queries on the programme please contact: A/Prof Edward Teo (phyteoe@nus.edu.sg). Faculty of Engineering The modular credit (MC) requirement for a Minor programme should be at least 24 MCs. The main aim of the Minor is to train graduates with the ability to handle and manage the large volume of data generated by industry and glean actionable insights from that data. Please check the minor’s requirements with the Head of Studies. Minor in Science, Technology and Society (STS) is for students from any NUS faculty or discipline who want to understand the immense influence of science & technology on modern social, political, religious, and cultural life. The following three minors are offered to students outside the School of Computing: The course then moves on to sho… We offer students the opportunity to discover if public health is the right fit for them. Yong Siew Toh Conservatory of Music Provost's Welcome Message Institute of Systems Science Students with strong interest in mathematics but majoring in other disciplines such as computer science, economics/business, engineering, physics or statistics, are encouraged to take up a Second Major in Mathematics. It has played a very important role in many scientific discoveries and social science studies. Computer Science A Minor programme is a coherent course of study in an additional area outside of the Major, and contributes to the breadth of learning envisaged for undergraduate education. A Minor programme is a coherent course of study providing significant depth in a certain area outside that of the Major, within or outside the student's department.The modular credit (MC) requirement for a Minor programme should be at least 24MCs, of which up to 8MCs may be used to meet the requirements for both the Minor and a Major or another Minor subject to the … 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. The Minor is open to students from all Faculties and is designed to meet the needs of students from a variety of backgrounds. Academic Calendar Education at NUS The course will define data science and explore the first two things a data scientist must do – cleaning and visu… 3.3.10.2 Minor in Business Analytics The main aim of the Minor is to train graduates with the ability to handle and manage the large volume of data generated by industry and glean actionable insights from that data. (Hons) with Major in Data Science & Analytics (DSA) Data science is an inter-disciplinary field about processes and systems to extract knowledge or insights from data in various forms and makes use of techniques and theories drawn from the broad areas of computer science, mathematics and statistics. For students matriculated in AY2014-15 and after: A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS, unless indicated otherwise by Faculties/Departments for specific minors. AY2015/16. About NUS Data literacy skills are relevant to everyone – from managers and CXOs to technical professionals. EE4802/IE4213 Learning from Data or CS3244 Machine Learning or IT3011 Introduction to Machine Learning and Applications Computing students are free to read any minor, subject to availability. To join the Minor in Semester 2 of AY2020/21, please submit the application start of reading week to end of first week of examinations (i.e. To join the Minor in Semester 2 of AY2020/21, please submit the application start of reading week to end of first week of examinations (i.e. These would consist of graded modules with assigned grade points, or modules with an ‘S’ or ‘CS’ grade. 3.4.3.14 Minor in Statistics. These components combine to form the practice of data science and are represented in the curriculum. BT4015 Geospatial Analytics (BT2101 Decision Making Methods and Tools as pre-req) The Minor is appropriate for students interested in careers utilizing GIS as an analytical tool in such areas as geography, business, communication, engineering, environmental science, political science, public health, sociology, and urban planning, or for … NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities The Minor in Financial Mathematics programme allows non-mathematics majors to obtain a basic understanding of how modern mathematics is being applied in finance, banking and insurance. 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. Students also have to select TWO elective modules, which contribute a total of 8 MCs, from a basket of elective modules which may change from time to time. from 14 Nov to 28 Nov 2020). For students matriculated in AY2014-15 and after: A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS, unless indicated otherwise by Faculties/Departments for specific minors. ... EE with Minor in Data Engineering EE with Minor in Economics EE with Minor in Financial Mathematics with a Major in Statistics [120 MCs] B.Sc. The Minor programme(s) will be reflected in the student’s transcript. School of Computing Academic Information / Policies Examples include Mathematics, Interactive Media Development, and Entrepreneurship minors. School of Design & Environment The main aim of the Minor is to train graduates with the ability to handle and manage the large volume of data generated by industry and glean actionable insights from that data. Updated 17 July 2019 . Institute of Systems Science EE3801 Data Engineering Principles Students can also take specialisations in Data Science, which focuses on computing concepts and skills to manage the collection, storage and analysis of voluminous data; or Finance and Business Statistics, which focuses on the application of statistics to the areas of investment and financial analysis, insurance, marketing research and management. Bachelor of Science (Honours) with Major in Data Science and Analytics. School of Continuing and Lifelong Education University Scholars Programme Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. 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