Thus the students can tentatively select BT4101 projects; but the condition “CAP of 4.00 or higher after completing at least 70% (112 MCs) of the MC requirement for the degree programme” must be satisfied before they can commence BT4101 in lieu of IS4010. This is a four-year direct honours programme which offers a common two-year broad-based inter-disciplinary curriculum where all students will read modules in Mathematics, Statistics, Economics, Accounting, Marketing, Dec… 108 The fintech design and development competition was organised as part of the annual conference jointly hosted by the Southwestern University of Finance … 25 November 2020 – A team of five Master of Science in Business Analytics (MSBA) students and one Computer Science undergraduate won first place at the Chengdu 80 Financial Technology (FinTech) competition this year.. ST4245 Statistical Methods for Finance A team of four Master of Science in Business Analytics (MSBA) students and two undergraduate NUS Computing exchange students won the first runners up prize at the Chengdu 80 Financial Technology (FinTech) competition held from 28 October to 3 November in Chengdu, China. Under the new Bachelor of Business Administration (BBA) 2017 programme, students are enrolled directly into an Honours programme. Should I choose NUS Business Analytics or SMU MITB? About NUS high and broad understanding of the application of analytics in various industrial domains. Compulsory modules (do all 3 modules): It is replaced by USP Foundation module of Writing and Critical Thinking. I am most comfortable with SMU MITB style of teaching as I was formerly an undergraduate student in SMU. Seeking internship opportunities regarding finance and business analytics to apply my skills and knowledge! They will not be required to read IS2101 Business and Technical Communication in the Core modules requirement. Elective modules (select any 3 modules): Compulsory modules (do all 3 modules): 4 NUS Mods In sum, these elective modules span the most exciting and challenging areas of business analytics practice in the industry today. The remaining 16 MCs in ULR are replaced by the 3 USP Inquiry Modules and 1 USP Foundation module ( i.e. BT4012 Fraud Analytics BT2102 Data Management and Visualisation Millions of networked sensors are also embedded in various devices such as mobile phones and tablet computers to sense, create, and communicate data. The James Dyson Award is an international design award that celebrates, encourages and inspires the next generation of design engineers. Students with CAP of 4.00 or higher after completing at least 70% (i.e. These schools have the top undergraduate business analytics concentrations. BT3103 Application Systems Development for Business Analytics In sum, these elective modules span the most exciting and challenging areas of business analytics practice in the industry today. • BT4221 Big Data Techniques and Technologies The National University of Singapore Business Analytics Centre (NUS BAC) is located in Singapore, the regional hub and a perfect stepping stone to Asia. School of Business BT4212 Search Engine Optimization and Analytics 4 • IS3240 Economics of E-Business count TR3202 Start-up Internship Programme (12 MCs) towards Industrial Experience Requirement (i.e. Big data is now part of every industry sector and function of the global economy. Centre for English Language and Communication New to the curriculum are 3 specialisations – Business Analytics, Innovation & Entrepreneurship, and Business Economics. IS3261 Mobile Solutions Design and Development IS4228 Information Technologies in Financial Services Modules Modules marked with an asterisk (*) are modules stretching over more than one semester and the total number of MCs will only be given upon completion of the module. D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. School of Computing The Bachelor of Science (Business Analytics) degree programme is an inter-disciplinary undergraduate degree programme offered by the School of Computing with participation from the Business School, Faculty of Engineering, Faculty of Science, and Faculty of Arts and Social Sciences. History. Admission criteria for the NUS Masters of Science in Business Analytics (MSBA) programme include: An excellent Bachelor's degree with a good honours classification, preferably from Business, Economics, Computing, Mathematics, Engineering, Science of Statistics. The style is exactly the same with 15 weeks of lessons and a recess week in the middle of the term. DBA4811 Analytical Tools for Consulting Undergraduate Programmes in NUS NUS is a comprehensive university offering our students a diverse spectrum of courses and enriching them through our multidisciplinary and cross-faculty approaches. The NUS degree programme in Data Science and Analytics will equip you with the necessary analytical and communication skills to gain a competitive edge in this rapidly growing field. List C (Technology Implementation) BT4221 Big Data Techniques and Technologies • BT4212 Search Engine Optimization and Analytics Note that the BT4101 project selection process takes place one semester ahead of the semester in which the students commence BT4101. 1. Learning objectives of the Bachelor of Science (Business Analytics) degree programme are: Students with CAP of 4.00 or higher may opt to replace IS4010 Industry Internship Programme by BT4101 B.Sc. Students with CAP of 4.00 or higher may opt to replace IS4010 Industry Internship Programme by BT4101 B.Sc. IS4250 Healthcare Analytics ST3131 Regression Analysis 5  IS3261 Mobile Solutions Design and Development For students taking the minor in Mathematics, they can replace ST2334 with ST2131 and take ST2132 as an unrestricted elective to meet first major requirement. EC1301 Principles of Economics1 The Bachelor of Science (Business Analytics) degree programme is an inter-disciplinary undergraduate degree programme offered by the School of Computing with participation from the Business School, Faculty of Engineering, Faculty of Science, and Faculty of Arts and Social Sciences. They will read  CP3209 Undergraduate Research Project in Computing (8 MCs) in place of the Business Analytics Capstone Project module (BT4103) in the Core modules requirement. • IS4228 Information Technologies in Financial Services, Elective modules (select any 3 modules): The use of business analytics for modelling and decisions represents the future of best practices for tomorrow’s success companies. Students who attended NOC programme may: MKT4812 Marketing Analytics NUS SCALE Data Analytics Courses. Founded in the same year that Singapore gained independence, NUS Business School stands today among the world’s leading business schools. 4 • BT4221 Big Data Techniques and Technologies The Bachelor of Science (Business Analytics) degree programme is an inter-disciplinary undergraduate degree programme offered by the School of Computing with participation from the Business School, Faculty of Engineering, Faculty of Science, and Faculty of Arts and Social Sciences. Institute of Systems Science • BT4212 Search Engine Optimization and Analytics 3  For students taking Second Major in Statistics, they can replace ST2334 with ST2131 to meet first major requirement. Activity Other Multidisciplinary/ Special Programmes An NUS education provides a strong technical foundation across all areas of computing, meaning that your Business Analytics training will be bolstered by strong general computer skills. Students may pursue either a double honours or a single honours programme. Duke-NUS Medical School Administrative Policies / Procedures BT4014 Analytics Driven Design of Adaptive Systems 4 Students are encouraged to take IE2110 should they wish to choose IE4210 as an elective module. We are taught how to wrangle with big data, develop machine learning models, and then translate them into powerful business insights. School of Continuing and Lifelong Education • BT4015 Geospatial Analytics Eli Yi-liang Tung is a Lecturer in the Department of Analytics and Operations at National University of Singapore (NUS). Programme Learning Objectives • BT4222 Mining Web Data for Business Insights An ability to analyse the local and global impact of data analytics on individuals, organisations and society. 2. • IS3240 Economics of E-Business List B (Analytics Methods): A good undergraduate degree in any discipline. • BT4013 Analytics for Capital Market Trading and Investment 4 Read more Undergraduate Majors & Minors for Non-Business Students: Cohort 2017 and After Cohort 2016 and Before Double Degree BBAs BBA + Business Analytics BBA + Comms & New Media BBA + Computing BBA + Economics BBA […] count TR3202 Start-up Internship Programme (12 MCs) towards Industrial Experience Requirement (i.e. count TR3203 Start-up Case Study and Analysis (8 MCs) partially in lieu of BT4101 BSc Dissertation (8 out of 12 MCs). Business analytics explores how to use data to help organizations make better decisions. Thus the students can tentatively select BT4101 projects; but the condition “CAP of 4.00 or higher after completing at least 70% (112 MCs) of the MC requirement for the degree programme” must be satisfied before they can commence BT4101 in lieu of IS4010. An ability to function effectively in teams to accomplish a common goal. Compulsory modules (do all 3 modules): 2  Students are encouraged to take these MA module options should they wish to pursue a more rigorous treatment of the subject topics covered. The Data Analytics and Consulting Centre is a consulting unit closely linked with the DSA programme. University Scholars Seminar). IE4210 Operations Research II Data Analytics Basic Courses . 1. 4 4 School of Design & Environment A. IS4010 Industry Internship Programme). NUS Financial Analytics Competition 2014 NUS MSBA students won first prize at CFLD-NUS Business Analytics Innovation Challenge 2017 NUS MSBA provided a deep understanding of the latest advances in AI, Machine Learning and Big Data which are important skills required in my day to day current role to bridge business, digital and data analytics. Students with CAP of 4.00 or higher after completing at least 70% (i.e. • BT4221 Big Data Techniques and Technologies – Not all electives modules may be offered in any semester/year. Option 1: BT4222 Mining Web Data for Business Insights Elective modules (select any 3 modules): IS3221 Enterprise Resource Planning Systems It is replaced by USP Foundation module of Writing and Critical Thinking. Specialisations:To be awarded the Financial Analytics Specialisation, students must satisfy the followings: • BT4016 Risk Analytics for Financial Services BT4013 Analytics for Capital Market Trading and Investment • IS4241 Social Media Network Analysis B.Sc. BSE4711 Econometrics for Business II IS4302 Blockchain and Distributed Ledger Technologies, Specialisations:To be awarded the Financial Analytics Specialisation, students must satisfy the followings:  All modules are 4 MCs. This is a four-year direct honours programme which offers a common two-year broad-based inter-disciplinary curriculum where all students will read modules in Mathematics, Statistics, Economics, Accounting, Marketing, Decision Science, Industrial and Systems Engineering, Computer Science and Information Systems. They will read GER1000 Quantitative Reasoning (4 MCs) as compulsory module for the University Level Requirements (ULR). Objective Satisfy any other additional requirements that may be prescribed by SCALE, the School of Computing, or the University. Our Marketing Analytics & Insights (MAI) programme is designed to be relevant to the world of big data and analytics. with a major in Statistics (specialisation in Finance and Business Statistics) [160 MCs] B.Sc. Faculty of Science IE2110 Operations Research I 4 , or DBA3701 Introduction To Optimisation IS3221 Enterprise Resource Planning Systems • IS4241 Social Media Network Analysis. Lee Kuan Yew School of Public Policy count TR3203 Start-up Case Study and Analysis (8 MCs) partially in lieu of BT4101 BSc Dissertation (8 out of 12 MCs). They will read  CP3209 Undergraduate Research Project in Computing (8 MCs) in place of the Business Analytics Capstone Project module (BT4103) in the Core modules requirement. Students will need to complete the remaining 8MCs. MKT1705X Principles of Marketing 1  Students have done EC1101E Introduction to Economic Analysis can use it to replace EC1301. 20 MA1101R Linear Algebra I2 A team of four Master of Science in Business Analytics (MSBA) students and two undergraduate NUS Computing exchange students won the first runners up prize at the Chengdu 80 Financial Technology (FinTech) competition held from 28 October to 3 November in Chengdu, China. This is a four-year direct honours programme which offers a common two-year broad-based inter-disciplinary curriculum where all students will read modules in Mathematics, Statistics, Economics, Accounting, Marketing, Decision Science, Industrial and Systems Engineering, Computer Science and Information Systems. 3.3.1 Bachelor of Technology (Business Analytics) The BTech (Business Analytics) programme is offered in partnership with the School of Computing. 72 6 Students can choose to take on any current 12 MCs or more internship-related programmes within the School of Computing (e.g., CP3880 Advanced Technology Attachment Programme (ATAP)) and/or within NUS (e.g., TR3203 Start-up Internship Programme from the NUS Overseas College (NOC) programme in place of IS4010 Industry Internship Programme to satisfy the industry experience requirement. Prior to this, he was the Analytics Practicum Manager of the Master of IT in Business (Analytics) at the Singapore Management University School of Information Systems. School of Continuing and Lifelong Education, Bachelor of Technology (Business Analytics). ST2334 Probability and Statistics 3 Students in the University Scholars Programme (USP) who choose the Bachelor of Science (Business Analytics) degree programme will do so with the following variations: List C (Technology Implementation) Part III: Modules Dissertation. The Business Times China clampdown on Ant Group could distract it from overseas expansion Assoc Prof Lawrence Loh (Director, CGIO) discusses the implications of China’s scrutiny on its tech giants. Academic Information / Policies Students are strongly advised to slow down if necessary so that they progress at their own comfortable pace. UNRESTRICTED ELECTIVES 4 Learning objectives of the Bachelor of Science (Business Analytics) degree programme are: MCs The discipline of business analytics (BA) enables companies and organisations to realise the full potential of data generated from various business processes, sources and devices, thus improving their speed and effectiveness in generating business insights and intelligence for optimal decision making purposes. • BT4211 Data-Driven Marketing CS1010S Programming Methodology Millions of networked sensors are also embedded in various devices such as mobile phones and tablet computers to sense, create, and communicate data. All modules are 4MCs, except when otherwise stated. • BT4211 Data-Driven Marketing Education at NUS • BT4013 Analytics for Capital Market Trading and Investment In a recent report, Singapore continues to attract investments from top multi-national companies despite the pandemic. 3. Good TOEFL or IELTS scores if English is not the mother tongue or medium of prior undergraduate instruction. Passionate about learning new things and gaining new experiences. AY2015/16. (Hons.) They will read the remaining USP requirements under Unrestricted Electives. In the case of single honours requirements (i.e., Honours in Business Analytics discipline and bachelor without honours in Economics discipline), the course structure is designed for students to complete in 4.5 years with a total of 180 Modular Credits (MCs). BT4015 Geospatial Analytics IS3240 Digital Platform Strategy and Architecture NUS Business School was established in 2002, although its history dates back to 1961, when Business Administration was first taught as a subject in the Department of Economics in NUS. University Scholars Seminar). AI and Machine Learning Begins With Me ; Analytics in Industry 4.0 • BT4014 Analytics Driven Design of Adaptive Systems Grand Total • BT4014 Analytics Driven Design of Adaptive Systems For students taking the Second Major in Mathematics, they can replace ST2334 with both ST2131 and ST2132 to meet first major requirement. List A (Functional): The objectives for the Second Major in BZA are as follows: To provide a business analytics programme within NUS for non-computing students who are not studying business analytics and equivalent as the first major; 4 One sample study schedule is shown below. For more than 50 years, NUS Business School has offered a rigorous, relevant and rewarding business education to outstanding students from across the world. The BTech (Business Analytics) programme enables students to attain the following learning outcomes by the time of graduation: Candidates must satisfy the following requirements to be conferred the degree of BTech (Business Analytics): List of modules – BTech (Business Analytics), comprise: • IS4302 Blockchain and Distributed Ledger TechnologiesTo be awarded the Marketing Analytics Specialisation, students must satisfy the followings: • BT4222 Mining Web Data for Business Insights, Elective modules (select any 3 modules): IS4241 Social Media Network Analysis Note: 20 MCs will normally be given as Advanced Placement Credits to holders of diploma or higher qualifications. Alternatively, students may take General Education modules in the evenings in other Semesters or Special Terms. IS2101 Business and Technical Communication 1  Students have done EC1101E Introduction to Economic Analysis can use it to replace EC1301. The discipline of business analytics (BA) enables companies and organisations to realise the full potential of data generated from various business processes, sources and devices, thus improving their speed and effectiveness in generating business insights and intelligence for optimal decision making purposes. Clear recognition of the need for and an ability to engage in continuing professional development. 2: English Language Requirement. DBA3803 Predictive Analytics in Business The NUS BBA Our NUS Bachelor of Business Administration (BBA) is a pre-eminent leadership and management talent programme. The remaining 16 MCs in ULR are replaced by the 3 USP Inquiry Modules and 1 USP Foundation module ( i.e. The BTech (Business Analytics) programme is offered in partnership with the School of Computing. 32 Business Analytics is the perfect degree for anyone interested in Statistics, Business, Computing, and of course, using data to create change. Penultimate NUS Undergraduate with a double major in Business Analytics and Finance. DBA3712 Dynamic Pricing and Revenue Management • IS4234 Compliance and Regulation Technology Dissertation. Faculty of Engineering Strong knowledge of data analytics foundations and fundamentals, including: familiarity with data analytics and programming principles, and. 4 • BT4222 Mining Web Data for Business Insights To appreciate and understand current business analytics problems in the industry worldwide and be able to identify and resolve practically relevant business analytics questions and issues This is a four-year direct honours programme which offers a common two-year broad-based inter-disciplinary curriculum where all students will read modules in Mathematics, Statistics, Economics, Accounting, Marketing, Dec… Methodological elective modules include those related to big data techniques, statistics, text mining, data mining, social network analysis, econometrics, forecasting, operations research, etc. Bachelor of Science in Business Analytics, D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. Part II: Programmes Table 7: Summary of degree requirements for Bachelor of Science (Business Analytics) BT4103 Business Analytics Capstone Project Ping Shung was a guest lecturer at NUS Institute of Systems Science and previously held an adjunct position in School of Information Systems, Singapore Management University. Programme Introduction IS4228 Information Technologies in Financial Services Either 24 • BT4012 Fraud Analytics NUS Bulletin AY2020/21 Part I: General 4 Programme Electives (PE) For students taking the Second Major in Mathematics, they can replace ST2334 with both ST2131 and ST2132 to meet first major requirement. Choose 6 modules to make up 24 MCs from Lists A, B and C, with at least 2 modules each from Lists A and B. BT1101 Introduction to Business Analytics The emerging phenomena of Big Data – large pools of data sets that can be captured, communicated, aggregated, stored, and analyzed – has presented companies and organisations with trillions of bytes of information about their customers, suppliers, and operations. 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, NUS Graduate School for Integrative Sciences and Engineering, Centre for English Language and Communication, Other Multidisciplinary/ Special Programmes, TIC1001 Introduction to Computing and Programming I (4)                        TIC1101 Professional, Ethical and Social Issues in Computing (4), TBA2102 Introduction to Business Analytics (4), TIC2001 Data Structures and Algorithms (4), TBA2105 Web Mining (4)                                                                                      TBA3241 Social Media Analytics (4). 4.00 or higher after completing at least 70 % ( i.e BBA Our NUS Bachelor of Technology Business! 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