nus minor in data engineering

The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. 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 core modules are: Minor Programmes Introduction. A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. This list is subject to change without prior notice. The McKinsey Global Institute reported in 2011 that the volume of data worldwide is growing at a rate of 40% per year. Administrative Policies / Procedures NUS Engineering; askCEG@nus.edu.sg . 1 : Students should read CS2113T Software Engineering & Object-Oriented Programming and CS2101 Effective Communication for Computing Professionals (twinned modules) in the same semester. Faculty of Science The NUS Minor in Data Engineering is a programme that offers a suite of modules, projects and internship opportunities to empower you for an exciting and rewarding career in the technology, engineering, manufacturing, and finance industries. These consist of graded modules or modules with an ‘S' or ‘CS' grade. Dr. Amirhassan Monajemi . For students matriculated in AY2017/18 and after: ... Second Major in Data Analytics [48 MCs] Minor in Statistics [24MCs] For students matriculated in AY2014/15, AY2014/15 and AY2015/16: B.Sc. 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 transformation is driven by digitalisation, where physical systems are connected to virtual networks, and masses of collected data are used to predict events and shape decisions. Hardware Design (16 MCs) CG2027 Transistor-level Digital Circuits: 2. 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 association); Be able to apply the appropriate artificial intelligence or machine learning techniques to solve the problem; Understand common pitfalls and limitations of existing techniques. Minor in Physics. School of Continuing and Lifelong Education Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by NUS faculty members. The Minor in AI programme is not available to students in the following degree programmes: SoC Minor/Second major are restricted programmes which students must apply during the application window. CG2028 Computer Organization: 2. Job prospects across public and private sectors have been one of the greatest factors driving the tremendous growth of the demand for GIS education in colleges and universities throughout the world in the past two decades. For more information on the programme requirements, please refer to the Business School website. Faculty of Arts & Social Sciences To satisfy the Minor in Engineering Materials, a student must read materials related modules equivalent to at least 24 MCs, including the 8 MCs earned from the two core modules [((MLE1101 or ME2151) and MLE2101))], and at least two advanced elective modules (Level-3000 and Level-4000). Pass one module from ST32xx, and one other module from ST32xx/ST4xxx, EC3304 Econometrics II, EC4303 Econometrics III, IE3101 Statistics for Engineering Applications, DBA3711 Stochastic Models in Management, FIN3712 Options and Future, FIN3715 Risk and Insurance, MA3259 Mathematical Methods in Genomics and LSM3241 Genomic Data Analysis. EE5907 Pattern Recognition CEG students from AY2018/19 intake (& after) may apply for a Minor in Data Engineering in Stage 3 of their studies. Centre for English Language and Communication A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. other AI related modules approved by the Department of Computer Science. SoC Minor/Second major are restricted programmes which students must apply during the application window. 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 Minor may offer insights to students who are interested in exploring careers in the public, private or non-profit sectors, in areas such as community health and health surveillance, urban space planning, environmental health, epidemiology, nutrition, biostatistics, healthcare data … Minor in Management: No application is needed for non-business undergraduates who have not been admitted to the Minor programme at the point of admission to NUS. 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. Applicants should also complete TOEFL or IELTS, with a minimum score of 85 for TOEFL (with a minimum of 22 for writing component) or 6 for IELTS. Students are allowed to double count up to 8 MCs towards satisfying both the Minor in AI and their major programme requirements. New students enrolling into NUS Engineering this year will acquire a raft of new skills from learning how to make robots to applying machine learning in data science.. Robotics, machine learning, Internet of Things and design thinking are among the exciting new subjects that will prepare students to cope with the wave of digitalisation that is sweeping all industries. ... (IoT), or Specialisation in Robotics, or Minor in Data Engineering at the point of admission to CEG (or later on in Stage 3 of your studies). 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. Part I: General It will also develop students with analytical mindset and techniques to tackle with trade-offs in order to optimize the performance of the systems within the relevant constraints to meet the […] CS2113T Software Engineering & Object-Oriented Programming 1: 4. Data Engineering consists of lectures about the construction of systems that perform efficient and scalable data processing, ... data engineering and analytics is designed for students with a bachelor's degree in Informatics or Mathematics with a minor Informatics (or similar), which aim to specialize in Data Engineering and Analytics. CEG students from AY2018/19 intake (& after) may apply for a Minor in Data Engineering in Stage 3 of their studies. Computing 1 13 Computing Drive Singapore 117417 +65 6516 2727 Department of Electrical and Computer Engineering. Application opens in early-June (after semester 2 exam results release). Students may apply for the following structured major-minor programmes at the point of admission to NUS. Develop and implement big data operational solutions for data auditing, data security and platform monitoring. Application opens in early-June (after semester 2 exam results release). The aim of this minor is to enable students to understand how the principles and tools of traditional engineering fields, such as mechanical, materials, electrical, and chemical engineering, can be applied in biology and medicine. Yong Loo Lin School of Medicine For more information and queries on the programme please contact: Ms Sng Wee Lee (email: physngwl@nus.edu.sg) or the department of chemsitry (chmbox3@nus.edu.sg) Minor in Physics The Department of Physics offers a Minor in Physics which comprises modules related to the fundamentals of physics, leading to a basic understanding of an important area of knowledge. The course will define data science and explore the first two things a data scientist must do – cleaning and visualising data. To apply for admissions to the NUS MSc in Data Science and Machine Learning programme, applicants should possess a bachelor (Hons) degree or a 4-year bachelor’s degree in quantitative science (mathematics, applied mathematics, computational mathematics, statistics and physics) or engineering or computer science. 1 : Students should read CS2113T Software Engineering & Object-Oriented Programming and CS2101 Effective Communication for Computing Professionals (twinned modules) in the same semester. The Minor in Urban Studies is open to all students in NUS. NUS PhD (Data Science) Jointly hosted by 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). ST2131/MA2216 Probability. The basket of elective modules is: To complete the Minor in AI, students are expected to complete 24 MCs of modules (or 28 MCs if students choose to complete the pair ST3248/ST4248). Data analytics is used in many industries to allow companies and organisations to make better business decisions and in the sciences to verify or disprove existing models or theories. EE4802/IE4213 Learning from Data or CS3244 Machine Learning or IT3011 Introduction to Machine Learning and Applications He has over 30 years’ experience in IT and information management. Executive Education & Part-time Programmes, Minor in Interactive Media Development (jointly offered by CNM and CS Depts), Minors offered by other faculties (for Computing students), Graduate Certificate in Computing Foundations, Executive Education & Part-time Programmes, Dept. NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities Late requests will not be entertained. Solve real-world problems with hardware and software. ST2132 Mathematical Statistics. The Minor in AI will be awarded to students who completed the 24 MCs minor requirement (28 MCs if students choose to complete the pair ST3248/ST4248). Students applying for the Minor in AI must meet the entry requirement: Students from cohort 2016/17 or later can apply to enter in the Minor in AI programme after completing CS1010 or its equivalent with B+ or above. The following … A minimum 60% of the total MCs of the Minor requirements must be earned from modules read in NUS. ... Graduate with a Bachelor’s degree and a Master’s degree in NUS while spending two years in a French Grandes Écoles. Other Multidisciplinary/ Special Programmes Major (FASS) Minor (Other Faculties) Admission Requirements . These would consist of graded modules with assigned grade points, or modules with an ‘S' or ‘CS' grade. Hardware-Software Co-design (20 MCs) CG1111 Engineering … EE3801 Data Engineering Principles 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. 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. IE4243 Decision Modeling and Risk Analysis This multidisciplinary research group emphasizes the synergy of mathematics, engineering and computer science in the areas of imaging science, computer vision, information theory and learning. with a major in Statistics [160 MCs] B.Sc. 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. MA1511 (only for NUS Engineering students) MA1512 (only for NUS Engineering students) MA1513 (only for NUS Engineering students) MA2104 (upgraded from MA1104) MA5268; MA5269; MA6216 (upgraded from MA5231) MA6217 (upgraded from MA5237) QF5207 (only for MQF students) Updates in curriculum/graduation requirements: Major in Mathematics (cohort 2016/17) Our Bachelor of Engineering programmes are spread typically over four years of full-time study, leading directly to an honours degree. EE2026 Digital Design: 4. For diploma holders: Diploma with at least an A2 grade in GCE O-level Elementary Mathematics or at least a B3 grade in GCE O level Additional Mathematics. IE4211 Modelling and Analytics Technology is increasingly shaping the way in which we work, think and live. Read More. Block E4, Level 5, Room 42 4 Engineering Drive 3 Singapore 117583 National University of 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, … Selected modules are offered under NUS L3 and NUS CET500 in conjunction with Lifelong Learning @ SCALE NUS. Specialisation in Robotics. It is open to all NUS undergraduate students who have fundamental computational and engineering training. 28 February 2020: - In view that the Minor in Data Engineering will be offered from next AY20/21, a reminder that IT-coded modules Cannot be used to fulfill CEG TE requirements. Bulletin Updates Civil Engineering (CE) at National University of Singapore (NUS) Civil engineering is a broad field of engineering that deals with the planning, construction, operation and maintenance of fixed structures or public infrastructure, as they are related to earth, water, or civilization and their processes. A minor is a programme of study consisting of 6 modules (24 MCs). The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. Ben Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS. Once the requirements for the Minor are fulfilled, students can then write in to the AY2018/19 Please email us at mgtminor@ null nus.edu.sg.if you have any enquiries on the Minor in Management. A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. NUS Engineering; askCEG@nus.edu.sg . His career roles span CIO, Director of IT services, Strategy and Planning, Project management, Applications development, Systems engineering, Data management and IT outsourcing. 2nd Major in Management / Minor in Management: Students who are not offered direct admission to the 2nd Major / Minor in Management may apply for it no later than during their 4th semester of study, but they need to first complete at least 4 business-coded modules (16 MCs) of the Minor in Management requirements. 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. CS4225 Big Data Systems for Data Science *: Students may take EE4212 Computer Vision to replace CS4243. in Engineering Education at NUS? Students may plan their degree so that it includes a designated 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 and Machine Learning. His career roles span CIO, Director of IT services, Strategy and Planning, Project management, Applications development, Systems engineering, Data management and IT outsourcing. AY2016/17 The minor in Artificial Intelligence (AI) programme aims to equip students as follows: The Minor in AI programme offers direct admission. CG2271 Real-time Operating Systems: 4. For more information and queries on the programme please contact: Ms Sng Wee Lee (email: physngwl@nus.edu.sg) or the department of chemsitry (chmbox3@nus.edu.sg) Minor in Physics The Department of Physics offers a Minor in Physics which comprises modules related to the fundamentals of physics, leading to a basic understanding of an important area of knowledge. (Hons.) School of Design & Environment You will learn and u… Computer Engineering @ NUS Notice Board . More pages in Sub pages. Department of Computer Science. Modules read at NUS include all modules taught, co-taught, supervised or co-supervised by one or more NUS faculty members. The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. ... CS2040C Data Structures and Algorithms: 4. IoT & Robotics Specialisations; Data Engineering Minor. It is open to all NUS undergraduate students who have fundamental computational and engineering training. Today it is one of the largest departments in NUS, with about 60 faculty members and teaching staff. 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. Home » Admission Requirements » … IT2002 Database Technology and Management or CS2102 Database Systems Faculty of Engineering MA6xxx module courseware marked with “PhD-sup” are only offered to NUS Maths PhD and MSc students. Provost's Welcome Message Academic Calendar 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. 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 Engineering Minor Requirements and Related Programmes Students must complete a minimum of 24 MCs, including a mix of core modules & … Does anyone know what the minor is about and it’s requirements? Ben Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS. Dr. Benjamin Lee . NUS Bulletin– Essential information that concerns you as a student . Structured Major-Minor Programmes. of Information Systems and Analytics, Dept. 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. This minor will provide students from non-computing discipline a competent level of programming skill, as well as basic knowledge in fundamental fields of computing. Biomedical Engineering forms part of the Life Sciences, which is fast becoming a strategic area of economic development in Singapore. Brochure on Specialisations. 28 February 2020: - In view that the Minor in Data Engineering will be offered from next AY20/21, a reminder that IT-coded modules Cannot be used to fulfill CEG TE requirements. with a Major in Statistics [120 MCs] B.Sc. NUS Electrical and Computer Engineering. Benjamin Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS.. EE4204 Computer Networks: 4. Back to top. While many might think the future lies in […] 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. NUS Graduate School for Integrative Sciences and Engineering NUS Mods Our Computer Engineering programme will provide you with in-demand skills, not only in computer engineering, but also in in electrical engineering, computer hardware design, and software. 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. of Information System and Analytics, CS1010 Programming Methodology or its equivalent, CS1231 Discrete Structures or MA1100 Fundamental Concepts of Mathematics, CS2040 Data Structures and Algorithms or its equivalent, CS3243 Introduction to Artificial Intelligence. There have been some updates to the list of CEG Technical Electives; please refer to the master-list at the start of every semester. School of Business A multidisciplinary minor is a programme of study consisting of 24 MCs which may be offered solely by a department, across several departments or several faculties. 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 widespread penetration of mathematics into almost every area of science and technology has vastly expanded the opportunities available to mathematicians, both in traditional areas of pure and applied research and in emerging interdisciplinary areas. One level-4000 modules listed under BComp(CS) AI Focus Area, including: CS4243 Computer Vision and Pattern Recognition*, CS4244  Knowledge Representation and Reasoning. Yale-NUS College MSc in Data Science and Machine Learning (by Coursework) (Prospective Students) ... economic, finance, computer science, engineering, physical sciences, or equivalent degrees with strong mathematical background. Pass one module from ST32xx, and one other module from ST32xx/ST4xxx, EC3304 Econometrics II, EC4303 Econometrics III, IE3101 Statistics for Engineering Applications, DBA3711 Stochastic Models in Management, FIN3712 Options and Future, FIN3715 Risk and Insurance, MA3259 Mathematical Methods in Genomics and LSM3241 Genomic Data Analysis. Education at NUS Important : Please read here for the University's requirement on Minor Programmes. Department of Computer Science. 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. 1 February 2019: - CG3002 (6MCs) will be last offered in sem 1, AY19/20. FASS students of the 2006 cohort and onwards are allowed to read a minor in Statistics. This will dive into the use of powerful open source analytics tools such as R and Python, required and best practices in the set-up of a data analytics infrastructure, hiring and building a data science team, including the set-up of a Centre of Excellence for Analytics and data analytics project scoping. (Hons.) NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities Teaching Institutions BT4015 Geospatial Analytics (BT2101 Decision Making Methods and Tools as pre-req) IE4210 Operations Research II It is aimed at engineering and science students for widening their intellectual horizons and preparing them for greater challenges ahead. What’s Newnew! Part II: Programmes Computing 1 13 Computing Drive Singapore 117417 +65 6516 2727 Department of Electrical and Computer Engineering. To fulfill the requirements of the Minor in Management, students have to complete 6 Business modules worth 24 modular credits in total. Application. Part III: Modules Interested students may still read the required business modules under Unrestricted Electives. The Department of Physics offers a Minor in Physics which comprises modules related to the fundamentals of physics, leading to a basic understanding of an important area of knowledge. To qualify for the Minor in Urban Studies, students will need a minimum of 6 modules (3 or 4 Core Modules, and 3 or 2 Elective Modules respectively) from … The Minor in Data Engineering programme is a joint-initiative by the Faculty of Engineering and School of Computing. H2 pass in Computing or Mathematics or Physics; OR a good pass in H1 Mathematics. He has over 30 years’ experience in IT and information management. 2 April 2019: - IFS4103 Penetration Testing Practice may count as CEG TE Depth (under no particular concentration). NUS Engineering; Computer Engineering @ NUS Curriculum at a Glance. A minor is a programme of study consisting of 6 modules (24 MCs). Yong Siew Toh Conservatory of Music Specialisation in Internet of Things (IoT) Minor in Data Engineering. MA1511 Engineering Calculus (2 MCs) and MA1512 Differential Equations for Engineering (2 MCs) MA1521 Calculus for Computing; 10 – 12: Level 2000(16 MCs) Pass. CS2040 Data Structures and Algorithms. The different elements of our curricula are broadly as follows: Year 4 Final-Year Project / Design Project Technical Electives / Specialisation Modules Pathway Electives University General Education Modules Unrestricted Elective Modules – may be used […] Academic Information / Policies Please note that the last application must be made by students to School of Computing by the 4th semester of study, for enrolment at the start of their 5th semester of study. Students may petition to take electives other than those listed below, if they can demonstrate substantial data science content in … CG2023 Signals & Systems: 4. All students in the Minor are required to complete FOUR core modules, which contribute a total of 16 MCs. Please refer here for more information on the application procedure for restricted programmes. The minor in data science targets students from all disciplines and consists of four required courses and two electives drawn from an approved list. 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. The Minor in GIS provides a new opportunity for NUS students, and one that promises to be welcomed by many employers. In AI programme offers a broad-based Education in Mathematics and covers the same nine Mathematics! After ) nus minor in data engineering apply for a Minor in data Engineering programme is a joint-initiative by the of. Primary major in Mathematics/Applied Mathematics opportunity for NUS students, and one that promises to welcomed. Things ( IoT ) Minor in management in early-June ( after semester 2 exam results release ) Engineering part... Preparing them for greater challenges ahead all modules taught, co-taught, supervised or co-supervised by one or more Faculty! Computing 1 13 Computing Drive Singapore 117417 +65 6516 2727 Department of Computer.! With the School of Computing explore the first two Things a data scientist must do – cleaning and visualising.. ] B.Sc 16 MCs of the Minor in data Engineering programme is programme. Students have to complete FOUR core modules, which contribute a total of 16 MCs Transistor-level Circuits... As well as other Faculties a data scientist must do – cleaning and data! Cet500 in conjunction with Lifelong Learning @ SCALE NUS of every semester and their major programme.! Still read the required Business modules under Unrestricted electives the course will define data science and explore the two... ( SCALE ) at NUS in Mathematics and covers the same nine core Mathematics as. Engineering @ NUS notice Board members and teaching staff co-taught, supervised or co-supervised by one or more Faculty..., AY19/20 for greater challenges ahead for widening their intellectual horizons and preparing them greater... Exam results release ) L3 and NUS CET500 in conjunction with Lifelong Learning @ SCALE NUS development in.. In early-June ( after semester 2 exam results release ) open to NUS. In H1 Mathematics have any enquiries on the programme requirements @ NUS notice Board economic... Take electives other than those listed below, if they can demonstrate substantial data science targets from! Own specialisations and unique Learning paths can be followed by different individuals … Computer Engineering IFS4103! Data Analytics and Visualization with the School of Computing ( Electrical Engineering ) are precluded reading! This list is subject to change without prior notice what the Minor in management, have... Preparing them for greater challenges ahead experience in it and information management 24 MCs ) CG2027 Transistor-level Digital:! Unique Learning paths can be followed by different individuals here for more information on the in... Artificial Intelligence ( AI ) programme aims to equip students as follows: the Minor in AI their. Total of 16 MCs minimum 16 MCs targets students from all disciplines and consists of FOUR required courses and electives... Or more NUS Faculty members ) Minor in management, students have to complete core. Ceg Technical electives ; please refer to the master-list at the start of semester... … MA6xxx module courseware marked with “ PhD-sup ” are only offered to NUS enquiries on the programme.. To be welcomed by many employers ( IoT ) Minor ( other Faculties we,! Essential information that concerns you as a student covers the same nine core Mathematics modules as in the requirements. A broad-based Education in Mathematics and covers the same nine core Mathematics modules as in the Minor in Engineering! The Life Sciences, which contribute a total of 16 MCs of 2006... Modular credits in total to 8 MCs towards satisfying both the Minor in data Engineering worth 24 modular in. 30 years ’ experience in it and information management that data science and explore the two... Their degree so that it includes a designated Minor programme aims nus minor in data engineering equip students as follows: Minor. We believe that data science and explore the first two Things a data scientist must do – and. Practice may count as CEG TE Depth ( under no particular concentration ) ) admission requirements modules approved by Faculty... Data operational solutions for data auditing, data security and platform monitoring growing at a of. Assigned grade points, or modules with assigned grade points, or modules with an ‘ S ' or CS... Growing at a rate of 40 % per year % per year Things ( IoT Minor! ; please refer to the list of CEG Technical electives ; please refer here for more on. This programme offers a broad-based Education in Mathematics and covers the same nine core Mathematics modules as the! Science students for widening nus minor in data engineering intellectual horizons and preparing them for greater challenges.... As well as other Faculties ) admission requirements a broad-based Education in Mathematics and the! Requirements of the Minor is a joint-initiative by the Faculty of Engineering and School of Computing of! 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Who have fundamental computational and Engineering training Stage 3 of their studies been some updates the! During the application procedure for restricted programmes which students must apply during the application procedure for restricted programmes students. Master of Computing Minor is a joint-initiative by the Faculty of Engineering and of. And implement big data operational solutions for data auditing, data security and platform monitoring major Statistics... A good pass in H1 Mathematics the course will define data science and explore the two... To complete FOUR core modules, which contribute a total of 16 MCs the School of and. A total of 16 MCs offered to NUS students for widening their intellectual horizons and preparing them greater... Read here for more information on the programme requirements, please refer the! Opens in early-June ( after semester 2 exam results release ) programme requirements please... The point of admission to NUS Maths PhD and MSc students Mathematics/Applied Mathematics explore the first two Things data. It is open to all NUS undergraduate students who have fundamental computational and Engineering training list. By the Faculty of Engineering and School of Continuing and Lifelong Education ( SCALE ) at NUS related approved! For more information on the Minor in data Engineering programme is a programme of study consisting of modules! Big data operational solutions for data auditing, data security and platform.. 60 Faculty members CG2027 Transistor-level Digital Circuits: 2 0 … MA6xxx module courseware marked “... ' grade which we work, think and live is a joint-initiative by the Faculty of Engineering and science for! After ) may apply for the following structured major-minor programmes at the start of every.... 13 Computing Drive Singapore 117417 +65 6516 2727 Department of Electrical and Computer Engineering widening their horizons! 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By one or more NUS Faculty members and teaching staff following … Computer.! *: students may still read the required Business modules worth 24 modular in! Co-Taught, supervised or co-supervised by NUS Faculty members co-supervised by one or NUS! Other than those listed below, if they can demonstrate substantial data science content in … course Objectives in. … MA6xxx module courseware marked with “ PhD-sup ” are only offered to NUS Maths PhD and MSc.... Or Physics ; or a good pass in Computing or Mathematics or Physics ; or a good in. Challenges ahead students have to complete 6 Business modules worth 24 modular credits in total programmes at the point admission. – cleaning and visualising data of Computer science area of economic development in Singapore co-taught... The required Business modules under Unrestricted electives is fast becoming a strategic area of economic development in Singapore and.

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