In sum, these elective modules span the most exciting and challenging areas of business analytics practice in the industry today. ST2334 Probability and Statistics 3 Passionate about learning new things and gaining new experiences. Students who attended NOC programme may: CP3209 is an independent study module (ISM) which will be counted as 2 USP Inquiry modules in the Sciences and Technologies domain. 4 BT4240 Machine Learning for Predictive Data Analytics They will not be required to read IS2101 Business and Technical Communication in the Core modules requirement. To apply appropriate analytic tools and techniques to resolve complex business analytics problems in various industry sectors and domains • IS4228 Information Technologies in Financial Services, Elective modules (select any 3 modules): Students in their third and fourth years of study may choose elective modules from two lists of either functional or methodological elective modules. They will not be required to read IS2101 Business and Technical Communication in the Core modules requirement. Core Modules IS2101 Business and Technical Communication The use of business analytics for modelling and decisions represents the future of best practices for tomorrow’s success companies. Yale-NUS College BT4211 Data-Driven Marketing Compulsory modules (do all 3 modules): BT4016 Risk Analytics for Financial Services BT3103 Application Systems Development for Business Analytics 2  Students are encouraged to take these MA module options should they wish to pursue a more rigorous treatment of the subject topics covered. IE3120 Manufacturing Logistics There is only one intake per academic year in Semester 1 (i.e. IS3240 Digital Platform Strategy and Architecture Academic Information / Policies NUS Business Analytics Centre (BAC) NUS BAC offers the Master of Science in Business Analytics programme, develops business analytics professionals and collaborate with industry partners to meet the needs of companies across various industries actively seeking for talent who excel in … 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. – At least 3 out of 5 modules must be at level 4000. The fintech design and development competition was organised as part of the annual conference jointly hosted by the Southwestern University of Finance … 3  For students taking Second Major in Statistics, they can replace ST2334 with ST2131 to meet first major requirement. 4 Programme Learning Objectives BT2102 Data Management and Visualisation Academic Calendar • BT4222 Mining Web Data for Business Insights, Elective modules (select any 3 modules): D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. 4 • BT4015 Geospatial Analytics 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. Students under the NUS co-operative education programme will need to take BT4011 Business Analytics Capstone Industry Project rather than BT4101. Option 1: Accordingly, a Business Analytics degree from NUS will provide you with the skills and expertise needed to build a career in today's fastest-growing and most exciting profession. 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). Dissertation. • BT4222 Mining Web Data for Business Insights 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. DBA4811 Analytical Tools for Consulting 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; They will read the remaining USP requirements under Unrestricted Electives. • IS4234 Compliance and Regulation Technology Sample Study Schedule (beginning in Semester 1 of an Academic Year): • BT4211 Data-Driven Marketing ST4245 Statistical Methods for Finance MA1311   Matrix Algebra; or 12 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. Either 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. BT4103 Business Analytics Capstone Project Students are strongly advised to slow down if necessary so that they progress at their own comfortable pace. 1. 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. Elective modules (select any 3 modules): History. The MCs for ST2132 come from Unrestricted Electives. School of Computing IS4302 Blockchain and Distributed Ledger Technologies Compulsory modules (do all 3 modules): Students in the University Scholars Programme (USP) who choose the Bachelor of Science (Business Analytics) degree programme will do so with the following variations: PROGRAMME REQUIREMENTS All modules are 4MCs, except when otherwise stated. • IS4234 Compliance and Regulation Technology School of Business 2. CS2040 Data Structures and Algorithms Should I choose NUS Business Analytics or SMU MITB? Note that the BT4101 project selection process takes place one semester ahead of the semester in which the students commence BT4101. Currently, Eli is one of the core course instructors offering Python programming at NUS Business School. For students taking the Second Major in Mathematics, they can replace ST2334 with both ST2131 and ST2132 to meet first major requirement. BT4014 Analytics Driven Design of Adaptive Systems Students with CAP of 4.00 or higher may opt to replace IS4010 Industry Internship Programme by BT4101 B.Sc. Good TOEFL or IELTS scores if English is not the mother tongue or medium of prior undergraduate instruction. 8 The School of Computing offers a second major in Business Analytics (BZA) for non-SoC students. Bulletin Updates It is increasingly the case that modern economic activity, innovation, and growth have to take place with data and the related analytic processes, methods and outputs. 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. Satisfy any other additional requirements that may be prescribed by SCALE, the School of Computing, or the University. 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