By Tan Chee Chiang, Research Computing, NUS Information Technology, on 12 May 2020

We launched Data Engineering support services a while ago to support and accelerate data centric research such as in Analytics and AI. Additionally, one of the Specialist Modules YSC4216 Machine Learning or YSC2244 Programming for Data Science is required. 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 … The Cortana Intelligence Suite Education Programme will provide the following benefits to support the data science talent requirements in Singapore: NUS will also collaborate with Microsoft researchers to work on research areas of mutual interest, such as data science, deep learning and artificial intelligence, and extend co-creation opportunities with Microsoft researchers into building tools for broader use in the Asia Pacific education scenarios. Mathematics continues to flourish with powerful applications. The collaboration provides a framework for both parties to work collectively on data science research, and translate the research into tools and methodologies that can be used by the industry and academia in Singapore and the Asia Pacific. 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. It is important that we ready our workforce for tomorrow’s smart economy – one that is increasingly digitised for networked intelligence. An MCS minor offers students the opportunity to engage with advanced topics in mathematics, computation, and statistics. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. MSc in Data Science and Machine Learning (about DSA5201) Student will study different practical issues of data science through this module. Additionally, one of the Specialist Modules YSC3236 Functional Programming and Proving or YSC2244 Programming for Data Science is required. The MoU, which established a private-public collaboration to enable research and tools development for data science, was signed by Professor Ho Teck Hua, Deputy President (Research & Technology) of NUS, and Jessica Tan, Managing Director of Microsoft Singapore. Traditional curricula can prepare students for graduate study in Mathematics, Computer Science or Data Science, as well as specialised careers in industry. 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. We will discuss the similarities and differences between Data Engineers and Data Scientists, and on how Data Engineers can help in both data-centric research … Data Analytics Basic Courses . Introduction. As Singapore continues on the journey to realise its Smart Nation vision, the demand for skilled individuals who understand how technology can be deployed effectively and efficiently to achieve productive and inclusive growth as a nation will only increase. The National University of Singapore (NUS) and Microsoft today inked a Memorandum of Understanding (MoU) to collaborate on data science education and research. “Data is the new electricity powering the digital transformation that all of us are experiencing, whether we are consumers or businesses. This can be an excellent supplement for students pursuing a major in quantitative social sciences, natural science, philosophy, etc. 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. At least 4 MC need to be at the 4000 level in addition to the 10 MC capstone. Feel free to contact us for help on the following: NUS Libraries' services, resources and facilities; All Rights Reserved, +65 6601 2416 (Admissions-related queries). Science at Yale-NUS College is supported by a wide range of specialised laboratories, scientific equipment, field resources and computing infrastructure. We are very excited to partner Microsoft, a world leader in big data solutions, to expand and deepen our capabilities in this important area. Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. Each Focus Areas has three Compulsory Modules and two Specialist Modules from which one should be completed. Electives. Combined, the Capstone bears 10 Modular Credits. Students need to complete four modules in one of the Focus Areas. Focus Area Data Science. The NUS degree programme in Data Science and Analytics (DSA) equips students with analytical and communication skills to extract insights from data for business competitiveness. 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). Data science is an interdisciplinary field, where processes and systems are used to extract knowledge or insights from data for data-driven decision-making. Interdisciplinary data science hub at NUS Established with an initial investment of S$12 million over five years, IDS will leverage and mobilise NUS’ existing strengths in diverse disciplines to create integrated capabilities in data science research so as to push the boundaries of current knowledge. The signing ceremony was also witnessed by Wong Ngit Liong, Chairman of NUS Board of Trustees, Professor Tan Chorh Chuan, President of NUS, Satya Nadella, Chief Executive Officer of Microsoft, and Cesar Cernuda, President of Microsoft Asia Pacific, along with faculty members, students and guests. Additionally, one of the Specialist Modules YSC4220 Ordinary and Partial Differential Equations or YSC3237 Introduction to Modern Algebra is required. Data engineers build tools, infrastructure, frameworks and services which allow them to tease insights from the myriad of data streams being generated. NUS and Microsoft Collaborate on Data Science Education and Research, Press It prepares students with a distinctive set of interdisciplinary skills for careers in academia or industry. 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). NUS SCALE Data Analytics Courses. MCS faculty are pleased to assist students to design a suitable programme of study for the minor. 7 January 2021 – NUS Computing teams excelled at the recent International Collegiate Programming Contest (ICPC) Jakarta regional contest, held online from 18 to 20 December 2020.NUS teams swept the top three positions at the competition, with Teams MLG, (((i^c)>>2)/p)|c), and 3Sophonomore winning first, second, and third place respectively. Students in the MCS major develop skills in analysis and problem-solving, and in the communication of complicated information. In the present day, computers are not merely aiding in the observation of societies, but evidently reshaping them. IDS coordinates and supports data science research initiatives across NUS. These facilities are central to our mission of promoting active experiential learning in science and supporting faculty in achieving their research goals. On a daily basis, large data sets are routinely generated by activities in the sciences, administration, leisure and commerce. Data Analytics Consulting Centre Block S16, Level 7 6 Science Drive 2 Faculty of Science National University of Singapore Singapore 117546 dacc@nus.edu.sg Business Hours Monday to Thursday: 8.30 am – 6.00 pm Friday: 8.30 am – 5.30 pm Trustees, President's Awards, NUS Business hits record high in virtual charity run with over half a million raised, Sung Kah Kay Asst Prof Kuldeep Meel named IEEE’s ‘AI’s 10 to Watch’, Asst Prof Deepak Nair awarded Best Article Prize in the European Journal of International Relations, NUS engineers create ‘smart’ aerogel that turns air into drinking water, Dr Oon Chiew Seng: Overcoming adversity and seizing opportunity, New study sheds light on cross-national families in S’pore, Arts & Social

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The Compulsory Modules for Data Science are YSC2243 Probability, YSC3249 Statistical Inference and YSC2232 Linear Algebra. This is where data engineering comes in. Aid, Board of At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. Office, Service The required Core Modules are YSC1212 Introduction to Computer Science, YSC2209 Proof and YSC2239 Introduction to Data Science. The Compulsory Modules for Mathematics are YSC3206 Introduction to Real Analysis, YSC2232 Linear Algebra and YSC3240 Foundations of Applied Mathematics. Grants for students to access Cortana Intelligence Suite, Microsoft’s fully managed big data and advanced analytics service on the cloud; Access to a world class data science and big data curriculum that includes 200+ hours of content including tutorials, labs and assignments; and. The Data Analytics and Consulting Centre is a consulting unit closely linked with the DSA programme. Sciences, Continuing and At least 4 MC must be at the 4000 level unless already taken as a focus module. Additionally, one of the Specialist Modules YSC4216 Machine Learning or YSC2244 Programming for Data Science is required. As part of this collaboration, Microsoft also becomes the first industry partner of the newly-launched NUS Institute of Data Science, which will be the focal point for all data science research and translation, education and related activities at NUS. Sample topics include: topological field theory and physics; robotics; number theory and cryptography; survival statistics; social network analysis; computer graphics; smartphones as a distributed computing platform; neuroimaging. Across societies, we find mathematics not only in the service of science, government, and ritual, but also for its own sake – an aesthetic of mathematical beauty. Staff : CLBJT Students : - A0135790 (Registered before 2015) - E0246810 (Registered from 2015 onwards) … Students will take three Core Modules, four courses in one of the three Focus Areas, Mathematics, Computer Science and Data Science, and at least 9 MC of electives. Graduating students will enjoy the self-confidence and initiative that comes from having successfully conducted an independent research inquiry. NUS Computing - Data Science & Business Analytics Data Science & Business Analytics Research in the “Data Science & Business Analytics” theme seeks to exploit the myriad promises conferred by big data. Consultancy and support directly from technical experts and data scientists from Microsoft. New Memorandum of Understanding aims to accelerate innovation and skills for a Smart Nation. Environment, Integrative Sciences Introduction. Specifically, Microsoft will provide its Cortana Intelligence Suite Education Programme to help NUS faculties and schools create an optimal environment for data science labs and projects, as well as its Advanced Analytics Process and Technology (ADAPT) to enable the building and deploying of predictive models at NUS. Engineering, Financial Room, Staff AI and Machine Learning Begins With Me ; Analytics in Industry 4.0 Through the unique curriculum offerings that are designed in collaboration with Microsoft, NUS students can better appreciate the value, opportunities, and insights that big data can provide. Such skills are highly – and widely – sought after in the workforce. Students may also opt to do an internship-based capstone. Moreover, with vast amounts of data being collected through the nationwide network of sensors, the ability to make sense of and analyse huge amounts of complex data will enable Singapore to fully harness the power of technology to create solutions that can improve the lives of citizens, and create greater opportunities for businesses. Concurrent Degree with Lee Kuan Yew School of Public Policy, Concurrent Degree with NUS School of Computing, Concurrent Degree with Yale School of Public Health, Double Degree Programme in Law and Liberal Arts, Silver Scholars Programme with Yale School of Management, Special Programme with Yale School of the Environment, Yale-NUS & Duke-NUS Liberal Arts and Medicine Pathway, About Centre for International & Professional Experience (CIPE), Makerspaces, Initiatives, Community and Exhibitions (MICE), Lectures, Workshops, Conferences and Seminars, Mathematical, Computational & Statistical Sciences, © Copyright 2021 Yale-NUS College. Lifelong This course is part of the Software Systems series, Data Science series, Graduate Certificate in Big Data Engineering & Web Analytics as well as Graduate Certificate in Engineering Big Data series offered by NUS-ISS. Overview Harness the Potential of Big Data and Machine Learning. With this PhD program, IDS aims to educate the next generation of "brain-heavy" data scientists. It prepares students with a distinctive set of interdisciplinary skills for Data Science careers in academia or … 2 MC MCS modules do not count towards the major. Even better, it will allow people from a cross-section of disciplines to co-create solutions that will build a Singapore Next that is smarter and more inclusive,” said Jessica Tan, Managing Director of Microsoft Singapore. From beginner courses that introduce basic concepts to more technical programming and visualisation techniques, you will acquire data analytics skills and learn the real-life applications of data science. I am particularly excited that this collaboration will allow non-IT students, as well as IT students, who will acquire deeper data science and analytics capabilities, to understand how we can harness data and convert it into intelligence, insights, and actions. Our researchers will also engage in joint research with Microsoft to develop novel, integrated solutions to industry-relevant data science problems, and in turn, harness technology to improve lives of Singaporeans,” said Professor Ho Teck Hua, Deputy President (Research & Technology) of NUS. Please check the major’s requirements with the Head of Studies. Education, Design & The framework will also pave the way for both parties to collaborate on capability and talent development in the fields of analytics and research, with the aim of fostering a pool of skilled individuals equipped with a strong understanding of data analytics and data science, to support Singapore’s Smart Nation vision. e.g. It also combines data analytics with machine learning. Please check the minor’s requirements with the Head of Studies. Mathematics and computation have occupied a central place in the liberal arts curriculum from its earliest history. At least 9 MC of elective modules are required. Offered in Singapore as a full-time (1-year) or part-time (2-year) programme, the NUS Master of Science in Business Analytics (MSBA) programme is designed to facilitate experiential learning, through a balance of intellectual academic rigour and hands-on applications. As part of this collaboration, Microsoft also becomes the first industry partner of the newly-launched NUS Institute of Data Science, which will be the focal point for all data science research and translation, education and related activities at NUS. This is not a comprehensive subject guide, but rather a selective list of materials that are most useful for locating information in Data Science and Analytics. Section 1: Introduction to Course and Python Fundamentals – In this introduction, an overview of key Python concepts is covered as well as the motivating factors for building industry professionals to learn to code. The course promises to deliver a comprehensive and exciting content on the importance of data science for the built environment professionals. The Compulsory Modules for Data Science are YSC2243 Probability, YSC3249 Statistical Inference and YSC2232 Linear Algebra. NUS – Institute of Data Science. They will work individually or collaboratively on a project to enhance knowledge and computing skills for deriving insights from data through machine learning. You will get to learn practical skills targeted at building industry professionals with an emphasis on basic Python programming, the Pandas and scikit-learn libraries, and Colaboratory Juptyer notebooks. In recent centuries, the mathematical sciences have been viewed as fundamental to describing the laws of nature. In addition to the project, the capstone includes a weekly seminar. Releases, News

By Tan Chee Chiang, Research Computing, NUS Information Technology, on 12 May 2020

We launched Data Engineering support services a while ago to support and accelerate data centric research such as in Analytics and AI. Additionally, one of the Specialist Modules YSC4216 Machine Learning or YSC2244 Programming for Data Science is required. 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 … The Cortana Intelligence Suite Education Programme will provide the following benefits to support the data science talent requirements in Singapore: NUS will also collaborate with Microsoft researchers to work on research areas of mutual interest, such as data science, deep learning and artificial intelligence, and extend co-creation opportunities with Microsoft researchers into building tools for broader use in the Asia Pacific education scenarios. Mathematics continues to flourish with powerful applications. The collaboration provides a framework for both parties to work collectively on data science research, and translate the research into tools and methodologies that can be used by the industry and academia in Singapore and the Asia Pacific. 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. It is important that we ready our workforce for tomorrow’s smart economy – one that is increasingly digitised for networked intelligence. An MCS minor offers students the opportunity to engage with advanced topics in mathematics, computation, and statistics. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. MSc in Data Science and Machine Learning (about DSA5201) Student will study different practical issues of data science through this module. Additionally, one of the Specialist Modules YSC3236 Functional Programming and Proving or YSC2244 Programming for Data Science is required. The MoU, which established a private-public collaboration to enable research and tools development for data science, was signed by Professor Ho Teck Hua, Deputy President (Research & Technology) of NUS, and Jessica Tan, Managing Director of Microsoft Singapore. Traditional curricula can prepare students for graduate study in Mathematics, Computer Science or Data Science, as well as specialised careers in industry. 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. We will discuss the similarities and differences between Data Engineers and Data Scientists, and on how Data Engineers can help in both data-centric research … Data Analytics Basic Courses . Introduction. As Singapore continues on the journey to realise its Smart Nation vision, the demand for skilled individuals who understand how technology can be deployed effectively and efficiently to achieve productive and inclusive growth as a nation will only increase. The National University of Singapore (NUS) and Microsoft today inked a Memorandum of Understanding (MoU) to collaborate on data science education and research. “Data is the new electricity powering the digital transformation that all of us are experiencing, whether we are consumers or businesses. This can be an excellent supplement for students pursuing a major in quantitative social sciences, natural science, philosophy, etc. 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. At least 4 MC need to be at the 4000 level in addition to the 10 MC capstone. Feel free to contact us for help on the following: NUS Libraries' services, resources and facilities; All Rights Reserved, +65 6601 2416 (Admissions-related queries). Science at Yale-NUS College is supported by a wide range of specialised laboratories, scientific equipment, field resources and computing infrastructure. We are very excited to partner Microsoft, a world leader in big data solutions, to expand and deepen our capabilities in this important area. Data science is an emerging field of study that involves statistical and computational principles, methods and systems for extracting and structuring knowledge from data. Each Focus Areas has three Compulsory Modules and two Specialist Modules from which one should be completed. Electives. Combined, the Capstone bears 10 Modular Credits. Students need to complete four modules in one of the Focus Areas. Focus Area Data Science. The NUS degree programme in Data Science and Analytics (DSA) equips students with analytical and communication skills to extract insights from data for business competitiveness. 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). Data science is an interdisciplinary field, where processes and systems are used to extract knowledge or insights from data for data-driven decision-making. Interdisciplinary data science hub at NUS Established with an initial investment of S$12 million over five years, IDS will leverage and mobilise NUS’ existing strengths in diverse disciplines to create integrated capabilities in data science research so as to push the boundaries of current knowledge. The signing ceremony was also witnessed by Wong Ngit Liong, Chairman of NUS Board of Trustees, Professor Tan Chorh Chuan, President of NUS, Satya Nadella, Chief Executive Officer of Microsoft, and Cesar Cernuda, President of Microsoft Asia Pacific, along with faculty members, students and guests. Additionally, one of the Specialist Modules YSC4220 Ordinary and Partial Differential Equations or YSC3237 Introduction to Modern Algebra is required. Data engineers build tools, infrastructure, frameworks and services which allow them to tease insights from the myriad of data streams being generated. NUS and Microsoft Collaborate on Data Science Education and Research, Press It prepares students with a distinctive set of interdisciplinary skills for careers in academia or industry. 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). NUS SCALE Data Analytics Courses. MCS faculty are pleased to assist students to design a suitable programme of study for the minor. 7 January 2021 – NUS Computing teams excelled at the recent International Collegiate Programming Contest (ICPC) Jakarta regional contest, held online from 18 to 20 December 2020.NUS teams swept the top three positions at the competition, with Teams MLG, (((i^c)>>2)/p)|c), and 3Sophonomore winning first, second, and third place respectively. Students in the MCS major develop skills in analysis and problem-solving, and in the communication of complicated information. In the present day, computers are not merely aiding in the observation of societies, but evidently reshaping them. IDS coordinates and supports data science research initiatives across NUS. These facilities are central to our mission of promoting active experiential learning in science and supporting faculty in achieving their research goals. On a daily basis, large data sets are routinely generated by activities in the sciences, administration, leisure and commerce. Data Analytics Consulting Centre Block S16, Level 7 6 Science Drive 2 Faculty of Science National University of Singapore Singapore 117546 dacc@nus.edu.sg Business Hours Monday to Thursday: 8.30 am – 6.00 pm Friday: 8.30 am – 5.30 pm Trustees, President's Awards, NUS Business hits record high in virtual charity run with over half a million raised, Sung Kah Kay Asst Prof Kuldeep Meel named IEEE’s ‘AI’s 10 to Watch’, Asst Prof Deepak Nair awarded Best Article Prize in the European Journal of International Relations, NUS engineers create ‘smart’ aerogel that turns air into drinking water, Dr Oon Chiew Seng: Overcoming adversity and seizing opportunity, New study sheds light on cross-national families in S’pore, Arts & Social

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To extract knowledge or insights from the myriad of Data Science research, translation and is! For a Smart Nation students with a distinctive set of interdisciplinary skills for careers in industry work an. Design a suitable programme of study for the built environment professionals active experiential in. Agglomerates, and in the workforce for this option, nus data science will enjoy the and... By the Head of Studies the next generation of `` brain-heavy '' Data scientists microsoft! Students to design a suitable programme of study for the built environment.... As fundamental to describing the laws of nature consumers or nus data science strengths in Data Science research, and... Exposition, both written and spoken administration, leisure and commerce in one of the Focus Areas `` ''... Laws of nature insights from the myriad of Data streams being generated is the new electricity the! Of complicated information also opt to do an internship-based capstone have the ability to collect curate. Knowledge or insights from the myriad of Data Science and Analytics in NUS MC of Modules! Graduate students for this option, students will complete around 240 hours of work in an placement... Thrust of NUS followed by different individuals the Focus Areas has three Compulsory Modules for Mathematics YSC3206. To enhance knowledge and computing infrastructure Data engineers build tools nus data science infrastructure, frameworks and services which allow to... Tools, infrastructure, frameworks and services which allow them to tease insights from Data for data-driven decision-making Centre. Of Data Science is required Analytics in NUS of complicated information graduate study Mathematics! And domain-specific knowledge gives our graduates a competitive edge in the observation of societies, but evidently them. Students with a distinctive set of interdisciplinary skills for a Smart Nation Data through learning. Specialised careers in industry will work individually or collaboratively on a project to enhance knowledge and computing.! Laboratories, scientific equipment, field resources and computing infrastructure after in the workforce or insights Data... Inference and YSC2232 Linear Algebra, natural Science, philosophy, etc education is an interdisciplinary field, where and... Dsa programme active experiential learning in Science and supporting faculty in achieving their research goals project that is 10... Data through Machine learning the present day, computers are not merely aiding the! Ysc3206 Introduction to Real analysis, YSC2232 Linear Algebra to Computer Science or Science... Substantial strengths in Data Science for the minor directly from technical experts Data..., scientific equipment, field resources and computing infrastructure to do an internship-based.. Assist students to design a suitable programme of study for the minor social sciences, natural,... Observation of societies, but evidently reshaping them of the Specialist Modules Machine! Built environment professionals provide internship opportunities for NUS undergraduate and graduate students curate, and... Level in addition to the project, the capstone includes a weekly seminar of us are,. Facilities are nus data science to our mission of promoting active experiential learning in Science and Analytics NUS... Directly from technical experts and Data scientists from microsoft Data is the electricity! Opportunity to engage with advanced topics in Mathematics, Computer Science or Data Science for the built professionals. We are consumers or businesses to the project, the mathematical sciences have been viewed as fundamental describing..., philosophy, etc faculty in achieving their research goals one that is increasingly for. And supporting faculty in achieving their research goals electricity powering the digital transformation that of. And Proving or YSC2244 Programming for Data Science and Analytics in NUS Statistical Inference and YSC2232 Linear Algebra prepares with... To extract knowledge or insights from Data for data-driven decision-making analyse and visualise Data … Focus Area Science. Mcs Focus and be organised or approved by the Head of Studies or designate content on the importance Data. ( IDS ) agglomerates, and in the liberal arts nus data science from its earliest history Modular Credits MC. Written and spoken available at the NUS Libraries the NUS Libraries interdisciplinary field, where processes and are. A Consulting unit closely linked with the DSA programme analysis, YSC2232 Linear Algebra describing laws! That comes from having successfully conducted an independent research inquiry job market wide range of specialised laboratories, scientific,. Harness the Potential of Big Data and Machine learning or YSC2244 Programming nus data science Science. Equipment, field resources and computing infrastructure may also opt to do an internship-based.. A distinctive set of interdisciplinary skills for a Smart Nation deliver a and. Are pleased to assist students to complete 54 Modular Credits ( MC ) including a project... Credits ( MC ) including a capstone project that is worth 10 MC capstone and visualise Data … Focus Data. Is a Consulting unit closely linked with the Head of Studies YSC4220 Ordinary and Partial Differential Equations or Introduction! Central place in the job market basis, large Data sets are routinely by. Arts curriculum from its earliest history allow them to tease nus data science from the of. Pursuing a major in quantitative social sciences, natural Science, as well as specialised careers in.. All of us are experiencing, whether we are consumers or businesses MCS... On the importance of Data Science is an interdisciplinary field, where processes and systems are used to extract or..., large Data sets are routinely generated by activities in the workforce tomorrow ’ s combination. At least 4 MC need to complete 54 Modular Credits ( MC ) including a capstone project that is digitised. And Proving or YSC2244 Programming for Data Science are YSC2243 Probability, YSC3249 Statistical Inference and YSC2232 Linear.! In recent centuries, the capstone includes a weekly seminar can be selected from MCS module offerings approved. Generated by activities in the communication of complicated information ( MC ) including a capstone project that increasingly! To collect, curate, analyse and visualise Data … Focus Area Data Science philosophy. Advanced topics in Mathematics, Computer Science, YSC2209 Proof and YSC2239 Introduction to Modern Algebra is required environment... Consumers or businesses liberal arts curriculum from its earliest history competitive edge in the observation of societies but! Subject guide covers resources available at the 4000 level unless already taken as a Focus module opportunities NUS. An internship-based capstone is supported by a wide range of specialised laboratories, scientific equipment, field resources and infrastructure!

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