minor in data science nus

The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Part IV: Archived Bulletins The Minor is open to students from all Faculties and is designed to meet the needs of students from a variety of backgrounds. University Scholars Programme The course then moves on to sho… The modular credit (MC) requirement for a Minor programme should be at least 24 MCs. 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. 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 Bulletin– Essential information that concerns you as a student. 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. 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. It is open to all NUS undergraduate students who have fundamental computational and engineering training. Information Systems 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 … Academic Calendar The four-year honors program will also be open to other NUS students as a minor or second major. 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. Part III: Modules At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. The following three minors are offered to students outside the School of Computing: 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 This course introduces basic Python programming and community best practices such as using Jupyter/Python. Phone number: +65 65162203 Select Survey in the module > select Application for Double Degree Programme in Computer Science … He was born in 1968 in … AY2015/16. AY2017/18 with a major in Statistics (specialisation in Data Science) [160 MCs] B.Sc. 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. (Hons.) The Minor programme(s) will be reflected in the student’s transcript. Education at NUS 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. Duke-NUS Medical School The core courses within STS are historical and sociological, but electives are offered across a broad range of departments and faculties. NUS Bulletin– Essential information that concerns you as a student. The objectives of the Minor in Business Analytics are: 1. 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! About NUS Other Multidisciplinary/ Special Programmes Part I: General 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. 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. 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 … at Citibank Singapore. NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities You will learn and use R’s dplyr, ggplot and ggvis packages for these tasks. The Minor in Data Science will expose students to the School of Data Science’s conceptual framework for the emerging field of data science. Go to My Modules tab > select “MATDDP” module. Business Analytics A Minor programme is a coherent course of study. Web Analyst. with a major in Statistics (specialisation in Finance … To provide a business analytics minor programme within NUS for non-computing students; 2. At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can … Education at NUS Faculty of Engineering 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 Institute of Data Science (IDS) is a proud member and key pillar of the NUS' Smart Nation Cluster. with a major in Statistics (specialisation in Data Science) [160 MCs] B.Sc. 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. (Computational Biology) B.Comp. (Hons.) The Minor programme(s) will be reflected in the student’s transcript. To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. 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 Bulletin AY2020/21 3.3.10.1 Minor in Artificial Intelligence It has played a very important role in many scientific discoveries and social science studies. 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. Part III: Modules Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. NUS Graduate School for Integrative Sciences and Engineering The Minor programme(s) will be reflected in the student’s transcript. The modular credit (MC) requirement for a Minor programme should be at least 24 MCs. EE4704 Introduction to Computer Vision and Image Processing These would consist of graded modules with assigned grade points, or modules with an ‘S’ or ‘CS’ grade. The Business School offers the Minor in Management Programme, as part of NUS’ Special Undergraduate Programmes, for students from all other faculties and schools. Our Business Analytics programme will equip you with the knowledge and skills to uncover key insights from big data using statistics, analytics, and Computing. Computing students are free to read any minor, subject to availability. 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. The MCs under Unrestricted Elective module requirements can be used to satisfy the Minor programme requirements. For other minor programmes, students may apply for them after being admitted. 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. Yong Siew Toh Conservatory of Music Bulletin Updates 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 … Part I: General 3.3.10.3 Minor in Computer Science 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. AY2016/17 Other Multidisciplinary/ Special Programmes with a major in Statistics [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. By doing this, it contributes to the breadth of learning envisaged for undergraduate education. Address 1 Engineering Drive 2 Block E1A #06-25 Singapore 117576. 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 … Data science is widely expected to play an increasingly important role in … MSc in Quantitative Finance (NUS-SJTU MQF) (Current Students) MSc in Data Science and Machine Learning. NUS Mods Bulletin Updates Faculty of Arts & Social Sciences 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. B.Comp. Lee Kuan Yew School of Public Policy 3.4.3.14 Minor in Statistics. Modules read at NUS include all modules taught, co-taught, supervised or co … 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. 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 … They will acquire expertise in IoT through courses that cover IoT systems and architecture, data science for IoT, and IoT devices and sensors. Host Department: Statistics and Applied Probability. Data Science and Analytics. 3.3.10.4 Minor in Information Security The following three minors are offered to students outside the School of Computing: 3.3.10.1 Minor in Artificial Intelligence 3.3.10.5 Minor in Information Systems Part II: Programmes Dr. Amirhassan Monajemi . NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities For enquiry on Minor in Forensic Science, you may contact the Programme Coordinator, Assoc Prof Stella Tan dbstwls@nus.edu.sg. The course will define data science and explore the first two things a data scientist must do – cleaning and visualising data. 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. IE4210 Operations Research II 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. 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. Technology plays a key role in the growth of a business. 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 … 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 By doing this, it contributes to the breadth of learning envisaged for undergraduate education. (Hons.) This framework includes four central areas of focus including analytics, systems (data engineering), design (communications) and value (ethics). AY2016/17 Yale-NUS College From search results, look for “MATDDP” > Sign Up > select “Yes”. Faculty of Science These components combine to form the practice of data science and are represented in the curriculum. Faculty of Dentistry 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. Duke-NUS Medical School Students who wish to stretch their academic horizon through a coherent but less rigorous course can opt to read minors. FASS students of the 2006 cohort and onwards are allowed to read a minor in Statistics. Sample Study Schedule. Lee Kuan Yew School of Public Policy 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. Dr. Julian Lin . AY2015/16. School of Computing 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. 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. IT2002 Database Technology and Management or CS2102 Database Systems 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. 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. Please check the minor’s requirements with the Head of Studies. 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. Faculty of Dentistry The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. It has played a very important role in many scientific discoveries and social science studies. Updated 17 July 2019 . School of Continuing and Lifelong Education For more information and queries on the programme please contact: A/Prof Edward Teo (phyteoe@nus.edu.sg). The programme will also be open to students as a minor or second major. Yong Siew Toh Conservatory of Music About NUS (Hons.) Faculty of Law Science Minors. AY2018/19 The programme is supported by leading NUS researchers in data science as well as data scientists from industry, and offers multiple data science specialisations. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. (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. Minors: Financial Mathematics, Mathematics, Statistics. Academic Calendar Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. Institute of Systems Science Statistics is an interdisciplinary subject in nature. Yong Loo Lin School of Medicine 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. Data literacy skills are relevant to everyone – from managers and CXOs to technical professionals. On the other hand, inventions and advances in computer science have generated … 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. AY2018/19 Solve business problems with data, models and tools. NUS Bulletin AY2020/21 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 declaration to join the Minor should be made by the start of the fifth semester of the undergraduate candidature. with a Major in Statistics [120 MCs] B.Sc. EE3801 Data Engineering Principles The basket of elective modules is: Together with a science or engineering based major, graduates will have a broader spectrum of technical knowledge and skills which will … School of Design & Environment All students in the Minor are required to complete FOUR core modules, which contribute a total of 16 MCs. Provost's Welcome Message 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. Management of Technology (MOT) has been increasing in since the early 1980’s. 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. Updated 17 July 2019 . 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 … Recently, Julian was ranked 6 th in the Microsoft Data Science Capstone Competition. 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. Yong Loo Lin School of Medicine IE4211 Modelling and Analytics 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. 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. Provost's Welcome Message 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. 6516 2692. dbssec@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. 3.3.10.2 Minor in Business Analytics The program covers a wide range of topics including data preparation and visualization, statistical modeling, programming, machine learning and data mining techniques. IT Business Analyst. School of Design & Environment The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. All students in the Minor are required to complete FOUR core modules, which contribute a total of 16 MCs. 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). A sneak peek of what you could be. These would consist of graded modules with assigned grade points, or modules with an ‘S’ or ‘CS’ grade. Tan Wye Yan (Data Science & Analytics): Kwan Im Thong Cho Temple Science Merit Scholarship . EE with Minor in Management. Find a Module > enter “MATDDP” & Module Type > select “Non-Academic Modules”. For students matriculated in AY2017/18 and after: B.Sc. Programme ( s ) will be reflected in the primary major in Statistics 120... Lu Merit Scholarship Sign Up > select “ Yes ” NUS students as a student are historical and,! ) will be reflected in the Minor programme is a joint-initiative by the start of the undergraduate.! 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