School of Continuing and Lifelong Education Faculty of Science On a daily basis, large data sets are routinely generated by activities in the … (Hons.) On the other hand, inventions and advances in computer science have generated … Dr. Amirhassan Monajemi . with a major in Statistics (specialisation in Finance … Host Department: Statistics and Applied Probability. BT4015 Geospatial Analytics (BT2101 Decision Making Methods and Tools as pre-req) 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. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. Provost's Welcome Message Recently, Julian was ranked 6 th in the Microsoft Data Science Capstone Competition. NUS Graduate School for Integrative Sciences and Engineering 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. IE4243 Decision Modeling and Risk Analysis It provides significant depth, but unlike a specialisation, it does so in an additional area outside of the Major. A Minor programme is a coherent course of study. at AC Nielsen . AY2015/16. 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! 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. Teaching Institutions Technology plays a key role in the growth of a business. 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 … 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 Part III: Modules 3.3.10.4 Minor in Information Security It has played a very important role in many scientific discoveries and social science studies. About NUS Image credit: Unsplash Technical-focused. Mathematics & Statistics. 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. 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 … 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. The programme will also be open to students as a minor or second major. Solve business problems with data, models and tools. 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. Go to My Modules tab > select “MATDDP” module. Academic Information / Policies The Minor in Data Science will expose students to the School of Data Science’s conceptual framework for the emerging field of data science. The Minor is launched from AY 2020/21. Computer Science Part II: Programmes At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can … 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 By doing this, it contributes to the breadth of learning envisaged for undergraduate education. AY2017/18 They will acquire expertise in IoT through courses that cover IoT systems and architecture, data science for IoT, and IoT devices and sensors. MSc in Quantitative Finance (NUS-SJTU MQF) (Current Students) MSc in Data Science and Machine Learning. This framework includes four central areas of focus including analytics, systems (data engineering), design (communications) and value (ethics). School of Business Information Security 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. Together with a science or engineering based major, graduates will have a broader spectrum of technical knowledge and skills which will … 3.3.10.5 Minor in Information Systems Address 1 Engineering Drive 2 Block E1A #06-25 Singapore 117576. Faculty of Dentistry B.Sc. Enquiry Please contact Life Sciences Enquiry dbsbox2@nus.edu.sg . 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. Class of 2021 onwards. Data science is widely expected to play an increasingly important role in … Log in to LumiNUS (log in with valid NUSNET ID) Select Module Search tab. Computing. 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. Education at NUS 3.3.10.4 Minor in Information Security 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 … Important Note. All students in the Minor are required to complete FOUR core modules, which contribute a total of 16 MCs. Yong Siew Toh Conservatory of Music Faculty of Science These would consist of graded modules with assigned grade points, or modules with an ‘S' or ‘CS' grade. Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. You can choose from a diverse range offered by the Faculty of Science and other faculties. 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. Computing students are free to read any minor, subject to availability. The modular credit (MC) requirement for a Minor programme should be at least 24 MCs. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Other Multidisciplinary/ Special Programmes CS4225 Big Data Systems for Data Science The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. (Computer Science) B.Comp. The four-year honors program will also be open to other NUS students as a minor or second major. Part II: Programmes The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. For other minor programmes, students may apply for them after being admitted. The Minor is open to students from all Faculties and is designed to meet the needs of students from a variety of backgrounds. It has played a very important role in many scientific discoveries and social science studies. These would consist of graded modules with assigned grade points, or modules with an ‘S' or ‘CS' grade. Minors: Financial Mathematics, Mathematics, Statistics. Duke-NUS Medical School at Citibank Singapore. 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 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. University Scholars Programme Artificial Intelligence The student learning outcomes of the DSA programme are: from 14 Nov to 28 Nov 2020). 3.4.3.14 Minor in Statistics. Saw Swee Hock School of Public Health He was born in 1968 in … 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 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. with a Major in Statistics [120 MCs] B.Sc. 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. Information Systems Part I: General The objectives of the Minor in Business Analytics are: 1. A sneak peek of what you could be. Examples include Mathematics, Interactive Media Development, and Entrepreneurship minors. School of Design & Environment New libraries for data manipulation, visualisation and data modeling have made Python an increasingly exciting alternative to R as a data science language. 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). 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. It is a student’s responsibility to ensure that the graduation requirements applicable to his/her cohort will be … from 14 Nov to 28 Nov 2020). The course will define data science and explore the first two things a data scientist must do – cleaning and visualising data. The Business School offers the Minor in Management Programme, as part of NUS’ Special Undergraduate Programmes, for students from all other faculties and schools. NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities Web Analyst. We offer students the opportunity to discover if public health is the right fit for them. School of Computing NUS Mods Institute of Systems Science From search results, look for “MATDDP” > Sign Up > select “Yes”. 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. 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). The following three minors are offered to students outside the School of Computing: 3.3.10.1 Minor in Artificial Intelligence Bachelor of Science (Honours) with Major in Data Science and Analytics. Faculty of Law 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 Business Analyst. Dr. Julian Lin . Faculty of Engineering For enquiry on Minor in Forensic Science, you may contact the Programme Coordinator, Assoc Prof Stella Tan dbstwls@nus.edu.sg. At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. Academic Information / Policies School of Computing EE3801 Data Engineering Principles The core courses within STS are historical and sociological, but electives are offered across a broad range of departments and faculties. Institute of Systems Science with a major in Statistics [160 MCs] B.Sc. 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. A Minor programme is a coherent course of study. 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. It is open to all NUS undergraduate students who have fundamental computational and engineering training. 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. Examples include Mathematics, Interactive Media Development, and Entrepreneurship minors. 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. For students matriculated in AY2017/18 and after: B.Sc. (Hons.) Offered by NUS Science and NUS Computing, it will have an initial intake of about 50 students. 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 Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. Yong Loo Lin School of Medicine Academic Calendar 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. Choo Wei Jie, Darren (Data Science & Analytics): NUS Science- Zheng Lu Merit Scholarship. Management of Technology (MOT) has been increasing in since the early 1980’s. Yong Loo Lin School of Medicine 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 (specialisation in Data Science) [160 MCs] B.Sc. AY2017/18 Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. School of Business It is open to all NUS undergraduate students who have fundamental computational and engineering training. NUS Graduate School for Integrative Sciences and Engineering The Singapore 100 Women in Tech List … 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. Data Science and Analytics. 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. 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. CS1010/S/E Programming Methodology can be replaced by CS1101S, CS1010J, or CS1010X. By doing this, it contributes to the breadth of learning envisaged for undergraduate education. 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. Yale-NUS College 3.3.10.3 Minor in Computer Science Faculty of Arts & Social Sciences 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. 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. AY2015/16. The Minor programme(s) will be reflected in the student’s transcript. AY2018/19 ... EE with Minor in Data Engineering EE with Minor in Economics EE with Minor in Financial Mathematics 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 Our Business Analytics programme will equip you with the knowledge and skills to uncover key insights from big data using statistics, analytics, and Computing. Updated 17 July 2019 . with a Major in Statistics [120 MCs] B.Sc. This course introduces basic Python programming and community best practices such as using Jupyter/Python. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. The core modules are: NUS Bulletin– Essential information that concerns you as a student. with a major in Statistics [160 MCs] B.Sc. It provides significant depth, but unlike a specialisation, it does so in an additional area outside of the Major. 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 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. 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. 3.3.10.2 Minor in Business Analytics The Institute of Data Science (IDS) is a proud member and key pillar of the NUS' Smart Nation Cluster. 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. Science Minors. (Hons.) 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 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. 6516 2692. dbssec@nus.edu.sg The MCs under Unrestricted Elective module requirements can be used to satisfy the Minor programme requirements. (Hons.) NUS Industrial Systems Engineering and Management. Provost's Welcome Message Computing students are free to read any minor, subject to availability. For enquiry on Minor in Forensic Science, you may contact the Programme Coordinator, Assoc Prof Stella Tan dbstwls@nus.edu.sg. 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. 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. The modular credit (MC) requirement for a Minor programme should be at least 24 MCs. NUS Bulletin– Essential information that concerns you as a student. Bulletin Updates 3.3.10.1 Minor in Artificial Intelligence NUS Bulletin AY2020/21 Dr. Amirhassan Monajemi . 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. 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. 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. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. Business Analytics 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. 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. Yong Siew Toh Conservatory of Music 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. 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. 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. Tan Wye Yan (Data Science & Analytics): Kwan Im Thong Cho Temple Science Merit Scholarship . Bulletin Updates FASS students of the 2006 cohort and onwards are allowed to read a minor in Statistics. To fulfill the requirements of the Minor in Management, students have to complete 6 Business modules worth 24 modular credits in total. About NUS 3.3.10.2 Minor in Business Analytics Other Multidisciplinary/ Special Programmes AY2016/17 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. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Data literacy skills are relevant to everyone – from managers and CXOs to technical professionals. Part I: General These would consist of graded modules with assigned grade points, or modules with an ‘S’ or ‘CS’ grade. 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. Phone number: +65 65162203 To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. Lee Kuan Yew School of Public Policy Academic Calendar Saw Swee Hock School of Public Health IT2002 Database Technology and Management or CS2102 Database Systems AY2018/19 The Minor programme(s) will be reflected in the student’s transcript. The Minor programme(s) will be reflected in the student’s transcript. NUS Bulletin AY2020/21 EE5907 Pattern Recognition Students who wish to stretch their academic horizon through a coherent but less rigorous course can opt to read minors. Statistics is an interdisciplinary subject in nature. Lee Kuan Yew School of Public Policy The programme is supported by leading NUS researchers in data science as well as data scientists from industry, and offers multiple data science specialisations. 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