Second Major in Data Analytics; ... Second Major in Computer Science / Minor in Computer Science; Second Major in Information Security / Minor in Information Security; ... National University of Singapore Block S3 #05-01 16 Science Drive 4 Singapore 117558. On the other hand, inventions and advances in computer science have generated … 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. 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. 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. Our Business Analytics programme will equip you with the knowledge and skills to uncover key insights from big data using statistics, analytics, and Computing. School of Continuing and Lifelong Education Image credit: Unsplash Technical-focused. Management of Technology (MOT) has been increasing in since the early 1980’s. (Hons.) NUS Graduate School for Integrative Sciences and Engineering These would consist of graded modules with assigned grade points, or modules with an ‘S' or ‘CS' grade. 3.3.10.4 Minor in Information Security The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Faculty of Dentistry 3.4.3.14 Minor in Statistics. at Citibank Singapore. Host Department: Statistics and Applied Probability. Other Multidisciplinary/ Special Programmes The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Institute of Systems Science AY2015/16. It is a student’s responsibility to ensure that the graduation requirements applicable to his/her cohort will be … School of Design & Environment The program covers a wide range of topics including data preparation and visualization, statistical modeling, programming, machine learning and data mining techniques. Modules read at NUS include all modules taught, co-taught, supervised or co … 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. 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. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. The four-year honors program will also be open to other NUS students as a minor or second major. It has played a very important role in many scientific discoveries and social science studies. Dr. Amirhassan Monajemi . NUS Bulletin– Essential information that concerns you as a student. 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. Select Survey in the module > select Application for Double Degree Programme in Computer Science … The Institute of Data Science (IDS) is a proud member and key pillar of the NUS' Smart Nation Cluster. A Minor programme is a coherent course of study. IT Business Analyst. For more information and queries on the programme please contact: A/Prof Edward Teo (phyteoe@nus.edu.sg). The Minor is open to students from all Faculties and is designed to meet the needs of students from a variety of backgrounds. 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 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 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 … 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. (Computational Biology) B.Comp. 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. AY2018/19 School of Continuing and Lifelong Education About NUS The Business School offers the Minor in Management Programme, as part of NUS’ Special Undergraduate Programmes, for students from all other faculties and schools. at AC Nielsen . Administrative Policies / Procedures Dr. Amirhassan Monajemi . Updated 17 July 2019 . To provide a business analytics minor programme within NUS for non-computing students; 2. 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. It has played a very important role in many scientific discoveries and social science studies. 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. Part I: General with a major in Statistics (specialisation in Data Science) [160 MCs] B.Sc. 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. Centre for English Language and Communication Business Analytics At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. NUS Mods Web Analyst. It is open to all NUS undergraduate students who have fundamental computational and engineering training. On a daily basis, large data sets are routinely generated by activities in the … (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. The Minor in Data Science provides students with essential knowledge of data analytics and skills. Tan Wye Yan (Data Science & Analytics): Kwan Im Thong Cho Temple Science Merit Scholarship . The course will define data science and explore the first two things a data scientist must do – cleaning and visu… 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 programme will also be open to students as a minor or second major. This new proposed Minor in Management of Technology (MOT) aims to bridge the gap between engineering and business undergraduate education through a prescribed set of modules, offered to students in Faculty of Engineering, Faculty of Science … with a Major in Statistics [120 MCs] B.Sc. For students matriculated in AY2017/18 and after: B.Sc. To minor in MCS, a student must complete the 3 Core Modules YSC1212 Introduction to Computer Science, YSC2209 Proof and YSC2239 Introduction to Data Science plus 10 MC of elective MCS modules. AY2018/19 Minors: Financial Mathematics, Mathematics, Statistics. Teaching Institutions For students matriculated in AY2017/18 and after: B.Sc. The Minor in Data Science will expose students to the School of Data Science’s conceptual framework for the emerging field of data science. A sneak peek of what you could be. The course will define data science and explore the first two things a data scientist must do – cleaning and visualising data. 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. NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities It provides significant depth, but unlike a specialisation, it does so in an additional area outside of the Major. 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 … 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). 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. Go to My Modules tab > select “MATDDP” module. Artificial Intelligence Academic Calendar 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. These would consist of graded modules with assigned grade points, or modules with an ‘S’ or ‘CS’ grade. Lee Kuan Yew School of Public Policy From search results, look for “MATDDP” > Sign Up > select “Yes”. ... EE with Minor in Data Engineering EE with Minor in Economics EE with Minor in Financial Mathematics BT4015 Geospatial Analytics (BT2101 Decision Making Methods and Tools as pre-req) Academic Information / Policies Academic Information / Policies He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. Provost's Welcome Message Please check the minor’s requirements with the Head of Studies. Statistics is an interdisciplinary subject in nature. 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 … NUS Graduate School for Integrative Sciences and Engineering Data Science and Analytics. It is open to all NUS undergraduate students who have fundamental computational and engineering training. Yale-NUS College 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 … from 14 Nov to 28 Nov 2020). 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. Mathematics & Statistics. Solve business problems with data, models and tools. By doing this, it contributes to the breadth of learning envisaged for undergraduate education. Yong Siew Toh Conservatory of Music 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 programme(s) will be reflected in the student’s transcript. Provost's Welcome Message with a Major in Statistics [120 MCs] B.Sc. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Updated 17 July 2019 . Faculty of Dentistry Academic Calendar Data literacy skills are relevant to everyone – from managers and CXOs to technical professionals. 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 … 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. 3.3.10.5 Minor in Information Systems 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. AY2017/18 Sample Study Schedule. 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. Part IV: Archived Bulletins 3.3.10.1 Minor in Artificial Intelligence Saw Swee Hock School of Public Health 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. Teaching Institutions 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. Faculty of Arts & Social Sciences They will acquire expertise in IoT through courses that cover IoT systems and architecture, data science for IoT, and IoT devices and sensors. Students who are exempted from CS1010/S/E must complete another 4 MCs of CS-coded electives under Computer Science focus areas (for a total of 12 MCs) (CS1020 and CS2010 ) or (CS2030 and CS2040) can be replaced by CS2020 Data Structures and Algorithms Accelerated … Offered by NUS Science and NUS Computing, it will have an initial intake of about 50 students. IE4210 Operations Research II 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 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. This framework includes four central areas of focus including analytics, systems (data engineering), design (communications) and value (ethics). 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. The student learning outcomes of the DSA programme are: 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. 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. 3.3.10.4 Minor in Information Security He was born in 1968 in … from 14 Nov to 28 Nov 2020). Faculty of Law 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 3.3.10.2 Minor in Business Analytics Computer Science Information Systems NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can … Part IV: Archived Bulletins AY2016/17 Yong Loo Lin School of Medicine It is open to all NUS undergraduate students who have fundamental computational and engineering training. Duke-NUS Medical School 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.) You will learn and use R’s dplyr, ggplot and ggvis packages for these tasks. (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. (Computer Science) B.Comp. FASS students of the 2006 cohort and onwards are allowed to read a minor in Statistics. The Minor programme(s) will be reflected in the student’s transcript. Important Note. AY2017/18 EE5907 Pattern Recognition These components combine to form the practice of data science and are represented in the curriculum. Analyse online consumer behaviour and make recommendations to improve overall business performance and search visibility. 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 can choose from a diverse range offered by the Faculty of Science and other faculties. EE with Minor in Management. Address 1 Engineering Drive 2 Block E1A #06-25 Singapore 117576. 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 Engineering 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. 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. B.Comp. University Scholars Programme The core modules are: 6516 2692. dbssec@nus.edu.sg CS4225 Big Data Systems for Data Science EE3801 Data Engineering Principles (Information Systems) B.Sc. The following three minors are offered to students outside the School of Computing: Other Multidisciplinary/ Special Programmes The MCs under Unrestricted Elective module requirements can be used to satisfy the Minor programme requirements. 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. with a major in Statistics [160 MCs] B.Sc. By doing this, it contributes to the breadth of learning envisaged for undergraduate education. 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. 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. EE4802/IE4213 Learning from Data or CS3244 Machine Learning or IT3011 Introduction to Machine Learning and Applications Faculty of Arts & Social Sciences Yale-NUS College Computing students are free to read any minor, subject to availability. We offer students the opportunity to discover if public health is the right fit for them. 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. AY2016/17 Duke-NUS Medical School Computing students are free to read any minor, subject to availability. Centre for English Language and Communication Technology plays a key role in the growth of a business. 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. School of Computing (Hons.) NUS Bulletin AY2020/21 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. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. Recently, Julian was ranked 6 th in the Microsoft Data Science Capstone Competition. School of Computing 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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