Solve business problems with data, models and tools. The Business School offers the Minor in Management Programme, as part of NUS’ Special Undergraduate Programmes, for students from all other faculties and schools. Host Department: Statistics and Applied Probability. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. 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. This framework includes four central areas of focus including analytics, systems (data engineering), design (communications) and value (ethics). The MCs under Unrestricted Elective module requirements can be used to satisfy the Minor programme requirements. AY2015/16. The Minor in Data Science provides students with essential knowledge of data analytics and skills. Yong Siew Toh Conservatory of Music with a major in Statistics [160 MCs] B.Sc. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Bulletin Updates He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. The declaration to join the Minor should be made by the start of the fifth semester of the undergraduate candidature. 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. (Computer Science) B.Comp. Part II: Programmes 3.4.3.14 Minor in Statistics. 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 … (Hons.) The Minor programme(s) will be reflected in the student’s transcript. School of Business Part IV: Archived Bulletins 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. 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. 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. 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. The National University of Singapore Master of Science in Data Science and Machine Learning is an interdisciplinary graduate degree programme designed to nurture the next generation of leaders in data science. (Information Systems) B.Sc. Lee Kuan Yew School of Public Policy Part I: General Management of Technology (MOT) has been increasing in since the early 1980’s. Modules read at NUS include all modules taught, co-taught, supervised or co … 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. 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 … NUS Mods It is open to all NUS undergraduate students who have fundamental computational and engineering training. 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. Statistics is an interdisciplinary subject in nature. Other Multidisciplinary/ Special Programmes 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. 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. The Institute of Data Science (IDS) is a proud member and key pillar of the NUS' Smart Nation Cluster. NUS Bulletin– Essential information that concerns you as a student. Data science is widely expected to play an increasingly important role in … Centre for English Language and Communication Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. Tan Wye Yan (Data Science & Analytics): Kwan Im Thong Cho Temple Science Merit Scholarship . from 14 Nov to 28 Nov 2020). Teaching Institutions with a major in Statistics [160 MCs] B.Sc. AY2017/18 Go to My Modules tab > select “MATDDP” module. 3.3.10.4 Minor in Information Security Recently, Julian was ranked 6 th in the Microsoft Data Science Capstone Competition. Log in to LumiNUS (log in with valid NUSNET ID) Select Module Search tab. Faculty of Arts & Social Sciences This minor is not awarded with major in Statistics, Statistics with specialization in Biostatistics, Statistics with specialization in Finance and Business Statistics, and second major in 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. Minors: Financial Mathematics, Mathematics, Statistics. Academic Information / Policies NUS Bulletin– Essential information that concerns you as a student. It provides significant depth, but unlike a specialisation, it does so in an additional area outside of the Major. AY2017/18 6516 2692. dbssec@nus.edu.sg Saw Swee Hock School of Public Health The course will define data science and explore the first two things a data scientist must do – cleaning and visu… B.Sc. 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. (Hons.) 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. Students who wish to stretch their academic horizon through a coherent but less rigorous course can opt to read minors. The Minor in Data Science will expose students to the School of Data Science’s conceptual framework for the emerging field of data science. Administrative Policies / Procedures EE4704 Introduction to Computer Vision and Image Processing Enquiry Please contact Life Sciences Enquiry dbsbox2@nus.edu.sg . It is a student’s responsibility to ensure that the graduation requirements applicable to his/her cohort will be … Yale-NUS College The program covers a wide range of topics including data preparation and visualization, statistical modeling, programming, machine learning and data mining techniques. 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. from 14 Nov to 28 Nov 2020). 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. 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. 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 student learning outcomes of the DSA programme are: School of Continuing and Lifelong Education Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. (Computational Biology) B.Comp. 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. AY2015/16. It provides significant depth, but unlike a specialisation, it does so in an additional area outside of the Major. 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 … Phone number: +65 65162203 You can choose from a diverse range offered by the Faculty of Science and other faculties. All students in the Minor are required to complete FOUR core modules, which contribute a total of 16 MCs. It is open to all NUS undergraduate students who have fundamental computational and engineering training. Image credit: Unsplash Technical-focused. The programme is supported by leading NUS researchers in data science as well as data scientists from industry, and offers multiple data science specialisations. 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. Provost's Welcome Message All students in the Minor are required to complete FOUR core modules, which contribute a total of 16 MCs. 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. To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. The Minor is launched from AY 2020/21. 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. 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. Faculty of Law 3.3.10.3 Minor in Computer Science A Minor programme is a coherent course of study. The course aims to quickly bring up to speed a programmer or business analyst whoalready knows how to programme in other language or have done advanced Excel macros to begin using R as a datascience tool. AY2018/19 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. (Business Analytics) B.Sc. IE4210 Operations Research II The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. Institute of Systems Science 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 … 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. They will acquire expertise in IoT through courses that cover IoT systems and architecture, data science for IoT, and IoT devices and sensors. NUS Mods 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. Teaching Institutions AY2018/19 The following three minors are offered to students outside the School of Computing: 3.3.10.1 Minor in Artificial Intelligence (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. Our Business Analytics programme will equip you with the knowledge and skills to uncover key insights from big data using statistics, analytics, and Computing. Education at NUS The course will define data science and explore the first two things a data scientist must do – cleaning and visualising data. Sample Study Schedule. Offered by NUS Science and NUS Computing, it will have an initial intake of about 50 students. It is open to all NUS undergraduate students who have fundamental computational and engineering training. NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities Faculty of Science 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. By doing this, it contributes to the breadth of learning envisaged for undergraduate education. NUS Bulletin AY2020/21 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. EE5907 Pattern Recognition With this Minor in Pharmaceutical Science, graduates may also choose to pursue further studies either in the coursework MSc (Pharmaceutical Science and Technology) or pursue other Ph.D. or MSc research programmes in their own majors at NUS or elsewhere. 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. Other Multidisciplinary/ Special Programmes We offer students the opportunity to discover if public health is the right fit for them. AY2016/17 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. You will learn and use R’s dplyr, ggplot and ggvis packages for these tasks. The following three minors are offered to students outside the School of Computing: 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. He was born in 1968 in … 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. Centre for English Language and Communication Academic Information / Policies 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. 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. For enquiry on Minor in Forensic Science, you may contact the Programme Coordinator, Assoc Prof Stella Tan dbstwls@nus.edu.sg. Bachelor of Science (Honours) with Major in Data Science and Analytics. 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. (Hons.) with a major in Statistics (specialisation in Data Science) [160 MCs] B.Sc. 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. Academic Calendar Dr. Amirhassan Monajemi . (Hons.) Dr. Amirhassan Monajemi . B.Comp. School of Design & Environment University Scholars Programme CEG with Minor in Data Engineering CEG with Minor in Economics CEG with Minor in Entrepreneurship CEG with Minor in Financial Mathematics CEG with Minor in Management. 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. School of Computing Information Systems Computer Science Part III: Modules 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. These would consist of graded modules with assigned grade points, or modules with an ‘S’ or ‘CS’ grade. The core courses within STS are historical and sociological, but electives are offered across a broad range of departments and faculties. Examples include Mathematics, Interactive Media Development, and Entrepreneurship minors. 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 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. 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. 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