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 … NUS Bulletin AY2020/21 The MCs under Unrestricted Elective module requirements can be used to satisfy the Minor programme requirements. AY2017/18 with a Major in Statistics [120 MCs] B.Sc. 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. Yong Siew Toh Conservatory of Music B.Comp. Teaching Institutions The programme is supported by leading NUS researchers in data science as well as data scientists from industry, and offers multiple data science specialisations. Academic Information / Policies Data Science and Analytics. Education at NUS The Minor programme(s) will be reflected in the student’s transcript. Administrative Policies / Procedures 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. EE4802/IE4213 Learning from Data or CS3244 Machine Learning or IT3011 Introduction to Machine Learning and Applications AY2018/19 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. Bachelor of Science (Honours) with Major in Data Science and Analytics. The National University of Singapore Master of Science in Data Science and Machine Learning is an interdisciplinary graduate degree programme designed to nurture the next generation of leaders in data science. 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. For students matriculated in AY2017/18 and after: B.Sc. It has played a very important role in many scientific discoveries and social science studies. 3.3.10.1 Minor in Artificial Intelligence Institute of Systems Science 3.3.10.3 Minor in Computer Science Choo Wei Jie, Darren (Data Science & Analytics): NUS Science- Zheng Lu Merit Scholarship. NUS Graduate School for Integrative Sciences and Engineering The MCs under Unrestricted Elective module requirements can be used to satisfy the Minor programme requirements. MSc in Quantitative Finance (NUS-SJTU MQF) (Current Students) MSc in Data Science and Machine Learning. (Hons.) Examples include Mathematics, Interactive Media Development, and Entrepreneurship minors. 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 … Computing. EE4704 Introduction to Computer Vision and Image Processing On a daily basis, large data sets are routinely generated by activities in the … Institute of Systems Science He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. Part IV: Archived Bulletins The course then moves on to sho… The core modules are: The student learning outcomes of the DSA programme are: Sample Study Schedule. Academic Calendar with a major in Statistics [160 MCs] B.Sc. Bulletin Updates Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. Computing students are free to read any minor, subject to availability. Centre for English Language and Communication The Minor in Data Science provides students with essential knowledge of data analytics and skills. You will learn and use R’s dplyr, ggplot and ggvis packages for these tasks. Yong Loo Lin School of Medicine The Minor is open to students from all Faculties and is designed to meet the needs of students from a variety of backgrounds. 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. 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 Singapore 100 Women in Tech List … with a major in Statistics (specialisation in Finance … B.Sc. EE5907 Pattern Recognition Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. Please check the minor’s requirements with the Head of Studies. School of Continuing and Lifelong Education The Minor in Data Science will expose students to the School of Data Science’s conceptual framework for the emerging field of data science. Faculty of Law To provide a business analytics minor programme within NUS for non-computing students; 2. 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. Administrative Policies / Procedures Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. 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. School of Continuing and Lifelong Education Provost's Welcome Message 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. About NUS 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. 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 Business School offers the Minor in Management Programme, as part of NUS’ Special Undergraduate Programmes, for students from all other faculties and schools. IE4210 Operations Research II The declaration to join the Minor should be made by the start of the fifth semester of the undergraduate candidature. 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. 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