PhD/MEng – Industrial Postgraduate Programme. DSA5205 Data Science in Quantitative Finance The PhD-QBM-BHDS programme is for students who have an undergraduate or a master’s degree in a quantitative discipline such as statistics, data science, engineering, demography and epidemiology. Module List Engineering Doctorate (EngD) Programme Structure (Research) At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. ST5225 Statistical Analysis of Networks 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 in our programme will develop innovative statistical and data science solutions and apply them to solve real-life problems in health and biomedical sciences. Read and pass five elective modules from at least two Graduate Certificate (GC) tracks/clusters; DSA4212 Optimisation for Large-Scale Data-Driven Inference, DSA5101 Introduction to Big Data for Industry, DSA5201 DSML Industry Consulting and Applications Project, DSA5202 Advanced Topics in Machine Learning, DSA5204 Deep Learning and Applications (or CS5242 Neural Networks and Deep Learning), CS5228 Knowledge Discovery and Data Mining, ST5201 Statistical Foundations of Data Science, CS4243 Computer Vision and Pattern Recognition, CS5240 Theoretical Foundation of Multimedia, DSA5203 Visual Data Processing and Interpretation, QF5204 Numerical Methods in Quantitative Finance, DSA5205 Data Science in Quantitative Finance, EE5022 Cyber Security for Internet of Things, EE5025 Intellectual Property: Innovations in IoT, SPH5411 Information Technology in Healthcare. ST5202 Applied Regression Analysis The candidature for full-time students is from a minimum of two semesters to a maximum of four semesters. NUS Graduate School - Integrative Sciences and Engineering Programme (ISEP) University Hall, Tan Chin Tuan Wing Level 04, #04-02 21 Lower Kent Ridge Road, Singapore 119077 About Description: The NUS PhD (Data Science) programme is jointly hosted by the NUS Graduate School for Integrative Sciences and Engineering (NGS) and the NUS Institute of Data Science (IDS). The National University of Singapore, a comprehensive and global University centered in Asia, has a diversity of research-based graduate programs in various faculties, research institutes (RI) and research centers of excellence (RCE). During her time as a graduate student, she also had the opportunity to understudy Associate Professor Jussi Keppo in the NUS Institute of Operations Research and Analytics (IORA) as a research assistant. In addition to learning knowledge in data science, students will also have opportunities to explore the integration of machine learning and data analytics in sectors such as financial industry, healthcare and government. He is also the mentor to the trainees accepted into the IMDA-SAS BIA Programme for 5 intakes. Scholarships are available for pursuing PhD research programme in diverse fields at Graduate School for Integrative Sciences and Engineering to help students in upgrading their education. It provides an opportunity for you to chase ideas, seek new knowledge and turn your ideas into reality. A scholarship covering 100% of tuition and fees. Archive. NGAN Ngiap Teng Research Area: Numerical Methods, Optimization, Data Science, Stochastic Processes, Multi-Variates Statistics, Extreme Value Theory Email: E0408038@U.NUS.EDU Rayner REBELLO Research Area: Finance, Decision making under Uncertainty, Machine Learning Email: E0408717@U.NUS.EDU The PhD-QBM-BHDS programme is for students who have an undergraduate or a master’s degree in a quantitative discipline such as statistics, data science, engineering, demography and epidemiology. Academic Calendar Faculty of Engineering In Energy Efficiency in Domestic Appliances and Lighting 2015. PhD candidates will still need sit for the PhD Qualifying Examination (QE) – 2 written and 1 oral examination. The National University of Singapore (NUS) and Microsoft today inked a Memorandum of Understanding (MoU) to collaborate on data science education and research. The candidature for part-time students is from a minimum of four semesters to a maximum of eight semesters. The National University of Singapore (NUS) today launched the Institute of Data Science (IDS), a new research institute that will be the focal point for all data science research and translation, education and related activities at NUS. Welcome to the Department of Analytics & Operations (DAO)! Graduate Certificate in Deep Learning for Data Scientists, Graduate Certificate in Data Mining for Industry, Graduate Certificate in Big Data for Industry, Graduate Certificate in Data Science for Quantitative Finance, Graduate Certificate in Data Science for Internet of Things, Graduate Certificate in Health Informatics. A minimum TOEFL score of 85 is required for the internet-based test (with a minimum of 22 for the writing section), or 580 for the paper-based test, or 260 for the computer-based test; while a minimum IELTS score of 6.0 is required. In addition to learning knowledge in data science, students will also have opportunities to explore the integration of machine learning and data analytics in sectors such as financial industry, healthcare and government. Studying for a PhD/MEng in NUS can be a very rewarding and exciting experience. Scholarships Overview View Scholarships Details Below NUS Research Scholarship For all nationalities Stipend per month for 4 years: Singapore Citizens: S$2,700 + CPF Singapore Permanent Residents (SPR): S$2,500 Non-Singaporeans/Non-PRs: S$2,000 S$500 top-up after passing PhD Qualifying Examination (applicable to all students) CAP has to be 2nd Upper Class Honours Tuition Fee … School of Business Our doctoral programme aims at nurturing a small group of outstanding students to become world-class academicians and practitioners in the fields of Operations and Business Analytics, which have far-reaching applications including, but not limited to, logistics, supply chain management, manufacturing, service, transportation, and healthcare management. Duke-NUS offers two PhD … NUS GEOGRAPHY NOW. The NUS PhD (Data Science) programme is jointly hosted by the NUS Graduate School for Integrative Sciences and Engineering (NGS) and the NUS Institute of Data Science (IDS) . The NUS PhD (Data Science) programme is jointly hosted by the NUS Graduate School for Integrative Sciences and Engineering (NGS) and the NUS Institute of Data Science (IDS). Graduate. On a daily basis, large data sets are routinely generated by activities in the sciences, administration, leisure and commerce. CS5344 Big-Data Analytics Technology Graduate Certificate in Data Science for Quantitative Finance With this PhD program, IDS aims to educate the next generation of "brain-heavy" data scientists. Studying for a PhD/MEng. ST5207 Nonparametric Regression Speaker Prof Lim Tiong Wee received his undergraduate education in mathematics and graduate education in statistics at Imperial College London and Stanford University, respectively. Part II: Programmes Cluster in Mathematics Congratulations Dr Menusha De Silva for winning the Royal Geographical Society's Area Prize which … Data Science and Analytics. Ma Jiameng Department of Accounting. SPH5104 Healthcare Analytics An Honours degree in a quantitative science (e.g. Ryan Whalen’s research takes a data-driven approach to understanding the law and legal systems, with a particular focus on intellectual property law and innovation policy. MA5232 Modeling and Simulations IS5126 Hands-on with Applied Analytics . Administrative Policies / Procedures The candidature for part-time students is from a minimum of four semesters to a maximum of eight semesters. CS5224 Cloud Computing PhD students are allowed to read DSA5102/DSA5102X and DSA5202, which will be treated as if they are MA-coded modules and be counted towards your graduation requirement. Bulletin Updates School of Computing Operations managers champion efficiency and the competitive strategy.   In years 1 and 2, students will complete a core set of study modules, an elective module, and a biomedical research internship. Master in Business Analytics - This course in Business Analytics is jointly offered by the School of Computing and the National University of Singapore Business School. ST5210 Multivariate Data Analysis EE5022 Cyber Security for Internet of Things Technical toolbox: Data science, data engineering, business analytics and intelligence are all jobs that require a technical background. It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. Students have to Researchers at the NUS Centre for BioImaging Sciences (CBIS) have developed a new method to observe materials of low atomic weight, such… Read More. NUS Mods An Honours degree in a quantitative science (e.g. In year 2, students will also work towards developing their thesis projects and take a qualifying examination, which includes submission and defence of a research proposal. Research in the “Data Science & Business Analytics” theme seeks to exploit the myriad promises conferred by big data. Welcome to the Department of Analytics & Operations (DAO)! Students in our programme will develop innovative statistical and data science solutions and apply them to solve real-life problems in health and biomedical sciences. Doctoral research represents a unique, individual contribution to a discipline, so each student’s work is different. It prepares students with a distinctive set of interdisciplinary skills for careers in academia or industry. Graduate Certificate in Health Informatics It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. This one-year programme will help to meet the growing demands for big-data professionals by transforming graduates with Bachelor degrees in quantitative science (e.g. Centre for English Language and Communication The Department of Southeast Asian Studies offers an ideal alternative to students who find disciplinary approaches to learning narrow or restrictive, and those who prefer a more subject-oriented curriculum. from University College London. Non-discrimination | Prof Matthias Roth: ... Earth Systems Science Dimensions of Climate Change We invite applications for an Assistant Professorship (tenure-track) position in Earth Systems Science Dimensions of Climate Change. Research in the “Data Science & Business Analytics” theme seeks to exploit the myriad promises conferred by big data. Those skills demand higher wages and are prone to more career opportunity. In support of Singapore’s drive towards lifelong learning and NUS’ Continuing and Professional Education (CPE) initiative, the Faculty has set out new Graduate Certificate programmes. © Duke-NUS, a school of National University of Singapore. 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. But, PhD programs are heavily research oriented and require a somewhat long term investment of time, money, and energy to obtain. Learning about the world shouldn't be boxed in either. Privacy | Five Essential Modules Graduate Certificate in Machine Learning and Applications (MLA) This certificate provides a broad understanding of machine learning algorithms as well as the use of these algorithms to solve real world problems through practical application in business environments. Operations managers champion efficiency and the competitive strategy. News. This approach unites traditional doctrinal analyses with empirical techniques drawn from diverse fields including machine learning, natural language processing, network analysis, and data science. The candidature for full-time students is from a minimum of two semesters to a maximum of four semesters. Part IV: Archived Bulletins Faculty of Arts & Social Sciences Urban, B., Shmakova, V., Lim, B. Y., Roth, K. 2015. Graduate Certificate in Computer Vision Modules such as deep learning and data analytics helped to … The College of Humanities and Sciences (CHS) was launched on 8 December, and offers an enhanced undergraduate experience for students… Read More. Part III: Modules At Duke-NUS, our vision is for our graduates to become experts in the biomedical and clinical sciences, driven by the desire and curiosity to seek answers to important biological questions, potentially leading to new and better treatments. December 24, 2020. In addition, students will participate in a journal club in the first semester of every year. If you are interested in the PhD Programme in Quantitative Biology and Medicine (QBM), please contact Prof CHEUNG Yin Bun (yinbun.cheung@duke-nus.edu.sg). 16. The NUS PhD (Data Science) programme is jointly hosted by the NUS Graduate School for Integrative Sciences and Engineering (NGS) and the NUS Institute of Data Science (IDS). Recently, Julian was ranked 6 th in the Microsoft Data Science Capstone Competition. mathematics, applied mathematics, statistics and physics) into practitioners. NUS Data Science Scholarships 2017. CS4248 Natural Language Processing It also combines data analytics with machine learning. CM1401 Chemistry for Life Sciences* OR ST1232 Statistics for Life Sciences * If a precluding module to CM1401 (i.e. The University offers Research Scholarships to outstanding PhD candidates to pursue a full-time graduate research degree at NUS. in NUS can be a very rewarding and exciting experience. Programme Structure The MSc in Data Science and Machine Learning programme is offered jointly by the Department of Mathematics, the Department of Statistics and Applied Probability and the Department of Computer Science with support from the Faculty of Engineering, and the Saw Swee Hock School of Public Health. Duke-NUS Medical School Science; NUS Research Scholarship. NUS Graduate School for Integrative Sciences and Engineering … MA5266 Optimization AY2016/17 NUS Graduate School for Integrative Sciences & Engineering (NGS) and Institute of Data Science (IDS) provide integrated resources from almost all disciplines in Science and Technology. Only for Non-Singaporeans/Non-PRs from Commonwealth Countries. Faculty of Dentistry School of Continuing and Lifelong Education 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 Department of Computer Science. DSA5204 Deep Learning and Applications (or CS5242 Neural Networks and Deep Learning) Data Science MSc Entry Requirements; Minimum requirements High 2:1 (65%) A Bachelor's degree with a high (minimum of 65%) 2:1 honours (or international equivalent) in Computer Science or another relevant quantitative discipline (such as Mathematics, Statistics, Physics, Natural Science, Electronic Engineering, General Engineering, Operations Research, or a joint degree in two such subjects). Teaching Institutions Analytics is the art and science of integrating data, modelling and computation to generate insights and decisions that add value. It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. Such skills are highly – and widely – sought after in the workforce. To date, he has conducted over 1,600 man-hours of data science training. Terms of use | Contact Us. This experience allowed her to gain exposure and apply her classroom knowledge to real-world data science projects. CS5425 Big Data Systems for Data Science. treatment. NUS Graduate School - Integrative Sciences and Engineering Programme (ISEP) University Hall, Tan Chin Tuan Wing Level 04, #04-02 21 Lower Kent Ridge Road, Singapore 119077 AY2017/18 There is one intake per academic year in August. This one-year programme will help to meet the growing demands for big-data professionals by transforming graduates with Bachelor degrees in quantitative science (e.g. The National University of Singapore ... NUS Graduate School for Integrative Sciences and Engineering (NGS) was established in 2003. Applicants to the programme may apply for NUS Research Scholarship or other forms of financial assistance when applying for admission. CS5245 Big Data Systems for Data Science Part I: General Technical skills can also be leveraged and prepare students for more traditional careers, such as teaching, law, or medicine. Obtain a minimum Cumulative Average Point (CAP) of 3.00. Residential Consumer Electronics Energy Consumption in the United States. Yong Loo Lin School of Medicine Data Science and Analytics. AY2018/19 2015. NUS Bulletin AY2020/21 STRUCTURE OF THE MAJOR. Saw Swee Hock School of Public Health Dr. Julian Lin . Yale-NUS College Admission is on a competitive basis and preference is given to applicants who intend to pursue a PhD degree. The curriculum incorporates inter-disciplinary learning from computer science, mathematics and statistics. Major methodological research areas include: The degree will take on average 4 to 5 years to complete. 2. Advance health and biomedical sciences through the development and application of innovative statistical and data science methods. SPH5414 Informatics for Health CS5228 Knowledge Discovery and Data Mining Department Seminar Series . Graduate Certificate in Big Data for Industry Master of Science in Data Science and Machine Learning (Full-Time and Part-Time), D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. 2. Read and pass five elective modules from at least two Graduate Certificate (GC) tracks/clusters; The NUS degree programme in Data Science and Analytics will equip you with the necessary analytical and communication skills to gain a competitive edge in this rapidly growing field. mathematics, applied mathematics, statistics and physics) into practitioners. The NUS PhD (Data Science) programme is jointly hosted by the NUS Graduate School for Integrative Sciences and Engineering (NGS) and the Institute of Data Science (IDS). Yong Siew Toh Conservatory of Music Warmest greetings from the National University of Singapore (NUS) and a very warm welcome to our inaugural NUS PhD e-Open Day 2020. CS5234 Algorithms at Scale The MSc in Data Science and Machine Learning programme is offered jointly by the Department of Mathematics, the Department of Statistics and Applied Probability and the Department of Computer Science. MA4230 Matrix Computation We strive to impact society via education, research and outreach activities, and aspire to be the go-to academic […] Supervisor & Thesis Matters The Department requires all its students to confirm a thesis supervisor by the end of their first year in NUS. Graduate Certificate in Deep Learning for Data Scientists What I enjoy the most as a PhD student here is the highly collaborative environment with my professors and peers – they provide great insights to my work. The remainder of the PhD training consists of the execution of the thesis project, culminating with the development of a written thesis and a successful oral dissertation defence. On a daily basis, large data sets are routinely generated by activities in the sciences, administration, leisure and commerce. In IEEE International Conference on Data Mining 2016. Faculty of Science Our stackable modules give learners the ability to choose the exact set of skills they want to master. Welcome to Southeast Asian Studies @ NUS. On a typical day as an accounting PhD student, I read research, work on data and discuss my studies with schoolmates and professors. The MSc in Data Science and Machine Learning programme is offered jointly by the Department of Mathematics, the Department of Statistics and Applied Probability and the Department of Computer Science. Traditional curricula can prepare students for graduate study in Mathematics, Computer Science or Data Science, as well as specialised careers in industry. Graduate Certificate in Data Science for Internet of Things Administered by the NUS Faculty of Science. It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or industry. Cluster in Statistics Lee Kuan Yew School of Public Policy Cluster in Computing Students will complete their training in Duke-NUS’ Center for Quantitative Medicine (Biostatistics and Health Data Science) and Center for Computational Biology (Computational Biology). This experience allowed her to gain exposure and apply her classroom knowledge to real-world data science projects. All rights reserved 2020. EE5024 IoT Sensor Networks NUS Life Sciences Major graduates are fully poised to pursue careers ranging from research and scientific services, to healthcare and medical industries, and to education and related professions. Five Elective Modules 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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