Administrative Policies / Procedures IDS coordinates and supports data science research initiatives across NUS.The value of the solutions that IDS can provide is through combining the expertise from multiple disciplines to tackle a problem well-roundedly from an all angles. Tan Wye Yan (Data Science & Analytics): Kwan Im Thong Cho Temple Science Merit Scholarship . The Minor in Aquatic Ecology aims to expose students to the important disciplines of marine and freshwater ecological studies while developing relevant specific skills, knowledge, and experience among them. The Minor is open to students from all Faculties and is designed to meet the needs of students from a variety of backgrounds. 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 … The programme will also be open to students as a minor or second major. The following three minors are offered to students outside the School of Computing: 3.3.10.1 Minor in Artificial Intelligence It has played a very important role in many scientific discoveries and social science studies. School of Design & Environment 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. Faculty of Science B.Sc. 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. The course will define data science and explore the first two things a data scientist must do – cleaning and visu… Faculty of Science The objectives of the Minor in Business Analytics are: 1. Part I: General 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. 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. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Saw Swee Hock School of Public Health School of Business AY2018/19 A Minor programme is a coherent course of study. From search results, look for “MATDDP” > Sign Up > select “Yes”. All students in the Minor are required to complete FOUR core modules, which contribute a total of 16 MCs. These would consist of graded modules with assigned grade points, or modules with an ‘S' or ‘CS' grade. 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 … The minor in Artificial Intelligence (AI) programme aims to equip students as follows: Understand different ways of modelling data and real-world scenarios computationally; Be able to model a real-world problem into the appropriate form (such as optimization, classification, regression, clustering, or … 3.3.10.3 Minor in Computer Science Important Note. The core modules are: AY2017/18 with a major in Statistics [160 MCs] B.Sc. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. These would consist of graded modules with assigned grade points, or modules with an ‘S’ or ‘CS’ grade. Disciplinary Minors : Artificial Intelligence : School of Computing : Restricted: Business Analytics: School of Computing: Restricted: Computer Science: School of Computing: Restricted: Information Security: School of Computing: Restricted: Information Systems (formerly Management of Information Technology) School of Computing: Restricted: Multidisciplinary … The Minor programme(s) will be reflected in the student’s transcript. School of Design & Environment The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Our suite of data analytics courses cater to you wherever you are starting from and however in-depth you wish to develop your skills for the workplace. Teaching Institutions The Institute of Data Science (IDS) is a proud member and key pillar of the NUS' Smart Nation Cluster. To fulfill the requirements of the Minor in Management, students have to complete 6 Business modules worth 24 modular credits in total. 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. Faculty of Engineering Faculty of Law Enquiry Please contact Life Sciences Enquiry dbsbox2@nus.edu.sg . Provost's Welcome Message The Minor is launched from AY 2020/21. 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. IT2002 Database Technology and Management or CS2102 Database Systems at Citibank Singapore. The Minor in Data Science provides students with essential knowledge of data analytics and skills. By doing this, it contributes to the breadth of learning envisaged for undergraduate education. Faculty of Engineering School of Continuing and Lifelong Education We offer students the opportunity to discover if public health is the right fit for them. Part IV: Archived Bulletins AY2017/18 from 14 Nov to 28 Nov 2020). To be awarded a minor in Physics, a student must pass the following modules: One compulsory Level 1000 module: PC1101 Frontiers of Physics; Two compulsory Level 2000 modules: PC2174A Mathematical Methods in Physics I; PC2193 Experimental Physics and Data Analysis; Any two of the following modules: PC2130 Quantum Mechanics I This framework includes four central areas of focus including analytics, systems (data engineering), design (communications) and value (ethics). (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. Artificial Intelligence NUS Bulletin– Essential information that concerns you as a student. 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. Computing. Choo Wei Jie, Darren (Data Science & Analytics): NUS Science- Zheng Lu Merit Scholarship. Teaching Institutions Mathematics & Statistics. IE4210 Operations Research II NUS Bulletin– Essential information that concerns you as a student. (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. 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 … It has played a very important role in many scientific discoveries and social science studies. 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. IT Business Analyst. About NUS Computing students are free to read any minor, subject to availability. 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. Saw Swee Hock School of Public Health The age of the fourth industrial revolution has seen the explosion of data, with a mind-boggling 2.5 quintillion bytes of data created each day at our current pace. These components combine to form the practice of data science and are represented in the curriculum. 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. 3.3.10.2 Minor in Business Analytics It is a student’s responsibility to ensure that the graduation requirements applicable to his/her cohort will be … with a Major in Statistics [120 MCs] B.Sc. Located in innovation4.0 building, IDS shares the building with other extablishments in Smart Nation Research, Artificial Intelligence, Data Science, such as AI Singapore, Singapore Data Science Consortium, Institute for Operations Research and Analytics, National Cybersecurity R&D Laboratory, NUS-Singtel Cyber Security Research and Development Laboratory, Centre of … Academic Calendar Our Business Analytics programme will equip you with the knowledge and skills to uncover key insights from big data using statistics, analytics, and Computing. 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 … Education at NUS Institute of Systems Science You will learn and use R’s dplyr, ggplot and ggvis packages for these tasks. 3.3.10.1 Minor in Artificial Intelligence Other Multidisciplinary/ Special Programmes For more information and queries on the programme please contact: A/Prof Edward Teo (phyteoe@nus.edu.sg). AY2018/19 Bulletin Updates Phone number: +65 65162203 Part II: Programmes 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. from 14 Nov to 28 Nov 2020). The declaration to join the Minor should be made by the start of the fifth semester of the undergraduate candidature. 3.3.10.5 Minor in Information Systems Part I: General Yong Loo Lin School of Medicine (Hons.) 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. AY2016/17 These would consist of graded modules with assigned grade points, or modules with an ‘S' or ‘CS' grade. BT4015 Geospatial Analytics (BT2101 Decision Making Methods and Tools as pre-req) Primary Majors: Applied Mathematics, Business Analytics, Computational Biology, Computer Engineering, Computer Science, Data Science and Analytics, Industrial and Systems Engineering, Information Security, Mathematics, Quantitative Finance, Statistics. For other minor programmes, students may apply for them after being admitted. With the increasing governmental, private, and societal interests in aquatic sciences, there is a growing demand for manpower with expertise in freshwater and/or marine ecology. To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. 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. 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. IE4211 Modelling and Analytics Together with a science or engineering based major, graduates will have a broader spectrum of technical knowledge and skills which will … NUS Mods The Minor programme(s) will be reflected in the student’s transcript. 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. Dr. Julian Lin . 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. Science Minors. The NUS MSc in Data Science and Machine Learning is supported by leading NUS researchers in data science as well as data scientists from industry. 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. 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. Academic Information / Policies 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. EE4802/IE4213 Learning from Data or CS3244 Machine Learning or IT3011 Introduction to Machine Learning and Applications MSc in Data Science and Machine Learning (by Coursework) (Prospective Students) MSc in Data Science and Machine Learning (Current Students) MSc in Data Science and Machine Learning (about DSA5201) Graduate Advisors 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. 3.3.10.2 Minor in Business Analytics This course aims to quickly bring up to speed a programmer or business analyst who already knows how to programme in Python to begin using Python as a data science tool. Academic Calendar Examples include Mathematics, Interactive Media Development, and Entrepreneurship minors. 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. 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. 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. with a major in Statistics [160 MCs] B.Sc. AY2015/16. Technology plays a key role in the growth of a business. with a Major in Statistics [120 MCs] B.Sc. CS1010/S/E Programming Methodology can be replaced by CS1101S, CS1010J, or CS1010X. The Business School offers the Minor in Management Programme, as part of NUS’ Special Undergraduate Programmes, for students from all other faculties and schools. ... EE with Minor in Data Engineering EE with Minor in Economics EE with Minor in Financial Mathematics Administrative Policies / Procedures The basket of elective modules is: Minor in Data Engineering (with School of Computing), D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. Yong Loo Lin School of Medicine Class of 2021 onwards. 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). Faculty of Arts & Social Sciences Education at NUS About NUS The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. Institute of Systems Science EE5907 Pattern Recognition Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. Faculty of Law 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. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. (Business Analytics) B.Sc. These would consist of graded modules with assigned grade points, or modules with an ‘S’ or ‘CS’ grade. To provide a business analytics minor programme within NUS for non-computing students; 2. Analyse online consumer behaviour and make recommendations to improve overall business performance and search visibility. The Minor in Data Science will expose students to the School of Data Science’s conceptual framework for the emerging field of data science. NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities On a daily basis, large data sets are routinely generated by activities in the … Updated 17 July 2019 . University Scholars Programme (Hons.) Statistics is an interdisciplinary subject in nature. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. It is open to all NUS undergraduate students who have fundamental computational and engineering training. 6516 2692. dbssec@nus.edu.sg AY2016/17 MSc in Quantitative Finance (NUS-SJTU MQF) (Current Students) MSc in Data Science and Machine Learning. EE with Minor in Management. The core courses within STS are historical and sociological, but electives are offered across a broad range of departments and faculties. A Minor programme is a coherent course of study. This course introduces basic Python programming and community best practices such as using Jupyter/Python. Business Analytics The modular credit (MC) requirement for a Minor programme should be at least 24 MCs. Lee Kuan Yew School of Public Policy 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. Part IV: Archived Bulletins IE4243 Decision Modeling and Risk Analysis At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. B.Comp. The course will define data science and explore the first two things a data scientist must do – cleaning and visualising data. 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