It provides significant depth, but unlike a specialisation, it does so in an additional area outside of the Major. Select Survey in the module > select Application for Double Degree Programme in Computer Science … For students matriculated in AY2017/18 and after: B.Sc. Faculty of Engineering Web Analyst. Phone number: +65 65162203 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 NUS Mods with a Major in Statistics [120 MCs] B.Sc. Computing students are free to read any minor, subject to availability. Part II: Programmes He was born in 1968 in … The student learning outcomes of the DSA programme are: 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. 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. Faculty of Science Go to My Modules tab > select “MATDDP” module. Administrative Policies / Procedures Administrative Policies / Procedures AY2018/19 Important Note. Minors: Financial Mathematics, Mathematics, Statistics. Centre for English Language and Communication Enquiry Please contact Life Sciences Enquiry dbsbox2@nus.edu.sg . All students in the Minor are required to complete FOUR core modules, which contribute a total of 16 MCs. (Hons.) (Hons.) Provost's Welcome Message 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 … The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. The Minor programme(s) will be reflected in the student’s transcript. For more information and queries on the programme please contact: A/Prof Edward Teo (phyteoe@nus.edu.sg). CS4225 Big Data Systems for Data Science The programme will also be open to students as a minor or second major. School of Computing Faculty of Dentistry 3.3.10.3 Minor in Computer Science The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. with a major in Statistics [160 MCs] B.Sc. Find a Module > enter “MATDDP” & Module Type > select “Non-Academic Modules”. IE4243 Decision Modeling and Risk Analysis Part I: General Data Science and Analytics. School of Continuing and Lifelong Education AY2018/19 A Minor programme is a coherent course of study. 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. Academic Information / Policies 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. 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. FASS students of the 2006 cohort and onwards are allowed to read a minor in Statistics. The Minor in Data Science provides students with essential knowledge of data analytics and skills. The Minor in Data Science will expose students to the School of Data Science’s conceptual framework for the emerging field of data science. Duke-NUS Medical School 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 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. from 14 Nov to 28 Nov 2020). A sneak peek of what you could be. It has played a very important role in many scientific discoveries and social science studies. 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. 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. 3.3.10.4 Minor in Information Security (Business Analytics) B.Sc. at AC Nielsen . NUS Graduate School for Integrative Sciences and Engineering Examples include Mathematics, Interactive Media Development, and Entrepreneurship minors. For enquiry on Minor in Forensic Science, you may contact the Programme Coordinator, Assoc Prof Stella Tan dbstwls@nus.edu.sg. Computing. By doing this, it contributes to the breadth of learning envisaged for undergraduate education. 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. It is open to all NUS undergraduate students who have fundamental computational and engineering training. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. It is open to all NUS undergraduate students who have fundamental computational and engineering training. 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. MSc in Quantitative Finance (NUS-SJTU MQF) (Current Students) MSc in Data Science and Machine Learning. from 14 Nov to 28 Nov 2020). Part I: General Institute of Systems Science The following three minors are offered to students outside the School of Computing: It has played a very important role in many scientific discoveries and social science studies. 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). 3.3.10.2 Minor in Business Analytics The MCs under Unrestricted Elective module requirements can be used to satisfy the Minor programme requirements. 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. Dr. Amirhassan Monajemi . 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 The Minor programme(s) will be reflected in the student’s transcript. 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. Host Department: Statistics and Applied Probability. It provides significant depth, but unlike a specialisation, it does so in an additional area outside of the Major. Bulletin Updates AY2016/17 The basket of elective modules is: Artificial Intelligence EE with Minor in Management. 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. University Scholars Programme The course will define data science and explore the first two things a data scientist must do – cleaning and visualising data. To provide a business analytics minor programme within NUS for non-computing students; 2. Examples include Mathematics, Interactive Media Development, and Entrepreneurship minors. On the other hand, inventions and advances in computer science have generated … IT Business Analyst. School of Business Part IV: Archived Bulletins 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. 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 … Bachelor of Science (Honours) with Major in Data Science and Analytics. This framework includes four central areas of focus including analytics, systems (data engineering), design (communications) and value (ethics). NUS Graduate School for Integrative Sciences and Engineering The following three minors are offered to students outside the School of Computing: 3.3.10.1 Minor in Artificial Intelligence Information Systems All students in the Minor are required to complete FOUR core modules, which contribute a total of 16 MCs. The programme is supported by leading NUS researchers in data science as well as data scientists from industry, and offers multiple data science specialisations. (Hons.) The course will define data science and explore the first two things a data scientist must do – cleaning and visu… The MCs under Unrestricted Elective module requirements can be used to satisfy the Minor programme requirements. 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 … Teaching Institutions Data science is widely expected to play an increasingly important role in … Important Note. For other minor programmes, students may apply for them after being admitted. 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. Computer Science Centre for English Language and Communication 3.4.3.14 Minor in Statistics. Yong Siew Toh Conservatory of Music This minor is not awarded with the primary major in Physics or Physics (with specialisations in Astrophysics or Physics in Nanophysics) and second major in Physics. NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities 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 core modules are: Science Minors. Faculty of Law 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. Lee Kuan Yew School of Public Policy (Computational Biology) B.Comp. Updated 17 July 2019 . at Citibank Singapore. At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can … 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 … They will acquire expertise in IoT through courses that cover IoT systems and architecture, data science for IoT, and IoT devices and sensors. 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 … Academic Calendar 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 … Yale-NUS College Sample Study Schedule. IE4210 Operations Research II Dr. Amirhassan Monajemi . with a Major in Statistics [120 MCs] B.Sc. You will learn and use R’s dplyr, ggplot and ggvis packages for these tasks. NUS Industrial Systems Engineering and Management. Bulletin Updates The Business School offers the Minor in Management Programme, as part of NUS’ Special Undergraduate Programmes, for students from all other faculties and schools. 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. 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 in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. B.Sc. The Minor programme(s) will be reflected in the student’s transcript. Part III: Modules 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. Faculty of Dentistry 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! Other Multidisciplinary/ Special Programmes Duke-NUS Medical School Solve business problems with data, models and tools. Please check the minor’s requirements with the Head of Studies. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. Analyse online consumer behaviour and make recommendations to improve overall business performance and search visibility. 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. Students who wish to stretch their academic horizon through a coherent but less rigorous course can opt to read minors. Information Security 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 … The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. The Minor is launched from AY 2020/21. Technology plays a key role in the growth of a business. 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. Part III: Modules It is open to all NUS undergraduate students who have fundamental computational and engineering training. These would consist of graded modules with assigned grade points, or modules with an ‘S' or ‘CS' grade. 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). Address 1 Engineering Drive 2 Block E1A #06-25 Singapore 117576. 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. 3.3.10.2 Minor in Business Analytics Business Analytics 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 … 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. It is a student’s responsibility to ensure that the graduation requirements applicable to his/her cohort will be … EE4704 Introduction to Computer Vision and Image Processing 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. Lee Kuan Yew School of Public Policy (Information Systems) B.Sc. Dr. Julian Lin . EE3801 Data Engineering Principles Saw Swee Hock School of Public Health On a daily basis, large data sets are routinely generated by activities in the … 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. 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 … AY2015/16. 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. Yale-NUS College CS1010/S/E Programming Methodology can be replaced by CS1101S, CS1010J, or CS1010X. For students matriculated in AY2017/18 and after: B.Sc. Teaching Institutions Academic Information / Policies 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. Saw Swee Hock School of Public Health The Minor is open to students from all Faculties and is designed to meet the needs of students from a variety of backgrounds. By doing this, it contributes to the breadth of learning envisaged for undergraduate education. Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. 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. 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 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 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 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.) EE4802/IE4213 Learning from Data or CS3244 Machine Learning or IT3011 Introduction to Machine Learning and Applications Image credit: Unsplash Technical-focused. The core courses within STS are historical and sociological, but electives are offered across a broad range of departments and faculties. 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. It is open to all NUS undergraduate students who have fundamental computational and engineering training. 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. 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. IT2002 Database Technology and Management or CS2102 Database Systems Mathematics & Statistics. 3.3.10.3 Minor in Computer Science Computing students are free to read any minor, subject to availability. 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. 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 … 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. 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. Faculty of Arts & Social Sciences About NUS 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 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. NUS Bulletin– Essential information that concerns you as a student. 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 components combine to form the practice of data science and are represented in the curriculum. A Minor programme is a coherent course of study. 3.3.10.4 Minor in Information Security 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. You can choose from a diverse range offered by the Faculty of Science and other faculties. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. University Scholars Programme School of Design & Environment Tan Wye Yan (Data Science & Analytics): Kwan Im Thong Cho Temple Science Merit Scholarship . with a major in Statistics [160 MCs] B.Sc. NUS Bulletin AY2020/21 NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities This course is aligned with the Infocomm Technology Skills Framework for Data Analyst and Data Scientist and will use R,a widely used statistical package. Faculty of Engineering Choo Wei Jie, Darren (Data Science & Analytics): NUS Science- Zheng Lu Merit Scholarship. To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. 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