Programme Electives (PE) One sample study schedule is shown below. 4 We are taught how to wrangle with big data, develop machine learning models, and then translate them into powerful business insights. ST4245 Statistical Methods for Finance Taught by faculty with expertise in both analytics and insights, MAI students can build on such knowledge to prepare for themselves a distinguished career in this important area in marketing. 108 • BT4212 Search Engine Optimization and Analytics UNRESTRICTED ELECTIVES 2: English Language Requirement. MCs 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. 4 4 Students are encouraged to take IE2110 should they wish to choose IE4210 as an elective module. The number of Modular Credits (MC) of a module is denoted by the number in the bracket. For students who are admitted into BBA or BSc Business Analytics programme from AY2019/2020 onwards. 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 … 1. 4 Note that the BT4101 project selection process takes place one semester ahead of the semester in which the students commence BT4101. Students are required to complete 160 Modular Credits (MCs) to graduate. 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).  All modules are 4 MCs. School of Continuing and Lifelong Education, Bachelor of Technology (Business Analytics). BT4221 Big Data Techniques and Technologies Either • BT4221 Big Data Techniques and Technologies IS3221 Enterprise Resource Planning Systems It is replaced by USP Foundation module of Writing and Critical Thinking. Faculty of Arts & Social Sciences IS2101 Business and Technical Communication List A (Functional): Please refer to Section 3.2.1. Students under the NUS co-operative education programme will need to take BT4011 Business Analytics Capstone Industry Project rather than BT4101. For more than 50 years, NUS Business School has offered a rigorous, relevant and rewarding business education to outstanding students from across the world. Bachelor of Science in Business Analytics, D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. CS2040 Data Structures and Algorithms 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) UNIVERSITY LEVEL REQUIREMENTS Sub In sum, these elective modules span the most exciting and challenging areas of business analytics practice in the industry today. 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. Saw Swee Hock School of Public Health Students may be admitted to the DDP in one of the following ways, if they meet the requirements of both the NUS School of Computing (SOC) and NUS Business School (BIZ): from AY2020/2021 Semester 1 admission onwards. Programme Learning Objectives Should I choose NUS Business Analytics or SMU MITB? MA1311   Matrix Algebra; or 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. Part III: Modules • IS4241 Social Media Network Analysis 8 For students taking the Second Major in Mathematics, they can replace ST2334 with both ST2131 and ST2132 to meet first major requirement. 4 IS4228 Information Technologies in Financial Services NUS Bulletin AY2020/21 There is only one intake per academic year in Semester 1 (i.e. NUS Mods It is replaced by USP Foundation module of Writing and Critical Thinking. 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. Part IV: Archived Bulletins BT4240 Machine Learning for Predictive Data Analytics 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. IS3261 Mobile Solutions Design and Development 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. 3  For students taking Second Major in Statistics, they can replace ST2334 with ST2131 to meet first major requirement. The style is exactly the same with 15 weeks of lessons and a recess week in the middle of the term. 2. MKT1705X Principles of Marketing Yong Siew Toh Conservatory of Music Founded in the same year that Singapore gained independence, NUS Business School stands today among the world’s leading business schools. BT4014 Analytics Driven Design of Adaptive Systems MA1101R Linear Algebra I2 NUS Bachelor of Technology in Computing. • BT4016 Risk Analytics for Financial Services The NUS Bachelor of Technology (BTech) programme is specially designed for polytechnic graduates working in the industry and taught by highly-qualified faculty members in advanced teaching facilities at NUS. – Not all electives modules may be offered in any semester/year. Activity Administrative Policies / Procedures Provost's Welcome Message Students with CAP of 4.00 or higher may opt to replace IS4010 Industry Internship Programme by BT4101 B.Sc. The MCs for ST2132 come from Unrestricted Electives. BT4012 Fraud Analytics MKT4812 Marketing Analytics Part I: General 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… Students are strongly advised to slow down if necessary so that they progress at their own comfortable pace. New to the curriculum are 3 specialisations – Business Analytics, Innovation & Entrepreneurship, and Business Economics. Penultimate NUS Undergraduate with a double major in Business Analytics and Finance. Faculty of Dentistry Functional elective modules span business functions or sectors of marketing, retailing, logistics, healthcare, etc. 4 Objective • BT4221 Big Data Techniques and Technologies Students in their third and fourth years of study may choose elective modules from two lists of either functional or methodological elective modules. Specialisations:To be awarded the Financial Analytics Specialisation, students must satisfy the followings: BT1101 Introduction to Business Analytics • BT4222 Mining Web Data for Business Insights 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. • IS4228 Information Technologies in Financial Services, Elective modules (select any 3 modules): Given below is a timeline of the school's history 4 BSE4711 Econometrics for Business II • BT4012 Fraud Analytics Students with CAP of 4.00 or higher after completing at least 70% (i.e. BT2101 Decision Making Methods and Tools List C (Technology Implementation) 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. The Data Analytics and Consulting Centre is a consulting unit closely linked with the DSA programme. The MCs for ST2132 come from Unrestricted Electives. An ability to function effectively in teams to accomplish a common goal. A. They will not be required to read IS2101 Business and Technical Communication in the Core modules requirement. BT4101 BSc Dissertation or IS4010 Industry Internship Programme 6 • IS4302 Blockchain and Distributed Ledger TechnologiesTo be awarded the Marketing Analytics Specialisation, students must satisfy the followings: University Scholars Programme Under the new Bachelor of Business Administration (BBA) 2017 programme, students are enrolled directly into an Honours programme. • BT4221 Big Data Techniques and Technologies To understand the conceptual and methodological foundations of analytical methods and techniques for business analytics, as referenced from disciplines such as computing, engineering, science, mathematics, statistics, business and economics MA1521 Calculus for Computing, or MA1102R Calculus2 University Scholars Programme (Business Analytics) About NUS CP3209 is an independent study module (ISM) which will be counted as 2 USP Inquiry modules in the Sciences and Technologies domain. • BT4015 Geospatial Analytics 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 […] PROGRAMME REQUIREMENTS Asking Questions (module with prefix GEQ), Quantitative Reasoning (module with prefix GER), Singapore Studies (module with prefix GES), Thinking and Expression (module with prefix GET), TIC1001 Introduction to Computing and Programming I, TIC1002 Introduction to Computing and Programming II, TIC1101 Professional, Ethical and Social Issues in Computing, TIC2901 Communication for Computing Professionals, TBA2101 Building an Analytics Organisation, TBA2102 Introduction to Business Analytics, TIC4902 Capstone Computing Project (12MCs). (Hons.) count TR3203 Start-up Case Study and Analysis (8 MCs) partially in lieu of BT4101 BSc Dissertation (8 out of 12 MCs). B.Sc. 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. 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. Methodological elective modules include those related to big data techniques, statistics, text mining, data mining, social network analysis, econometrics, forecasting, operations research, etc. CS1010S Programming Methodology Yale-NUS College A good undergraduate degree in any discipline. • IS3240 Economics of E-Business • BT4014 Analytics Driven Design of Adaptive Systems D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. 4 count TR3203 Start-up Case Study and Analysis (8 MCs) partially in lieu of BT4101 BSc Dissertation (8 out of 12 MCs). Functional elective modules span business functions or sectors of marketing, retailing, logistics, healthcare, etc. 5 Students who are doing or contemplating to do minor/second major requiring ST3131 such as Statistics which has more than allowed overlap cannot double count ST3131 towards fulfilling the BSc (BA) programme elective requirement. count TR3202 Start-up Internship Programme (12 MCs) towards Industrial Experience Requirement (i.e. Business Analytics (BA) and Operations & Supply Chain Management (OSCM) are Specialisations in the BBA and BBA (Accountancy), facebook.com/NUSBBA/ — Asia’s foremost undergrad managerial leadership development program that attracts top students from the world over. Data Analytics Basic Courses . Strong knowledge of data analytics foundations and fundamentals, including: familiarity with data analytics and programming principles, and. 4 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. BT3102 Computational Methods for Business Analytics 3.3.1 Bachelor of Technology (Business Analytics) The BTech (Business Analytics) programme is offered in partnership with the School of Computing. BT4222 Mining Web Data for Business Insights The BTech (Business Analytics) programme is offered in partnership with the School of Computing. count TR3202 Start-up Internship Programme (12 MCs) towards Industrial Experience Requirement (i.e. BT4016 Risk Analytics for Financial Services 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. Other Multidisciplinary/ Special Programmes Millions of networked sensors are also embedded in various devices such as mobile phones and tablet computers to sense, create, and communicate data. 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. 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. The remaining 16 MCs in ULR are replaced by the 3 USP Inquiry Modules and 1 USP Foundation module ( i.e. 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. CP3209 is an independent study module (ISM) which will be counted as 2 USP Inquiry modules in the Sciences and Technologies domain. • IS4234 Compliance and Regulation Technology The National University of Singapore Business Analytics Centre (NUS BAC) is located in Singapore, the regional hub and a perfect stepping stone to Asia. These schools have the top undergraduate business analytics concentrations. AY2018/19 Big data is now part of every industry sector and function of the global economy. Good TOEFL or IELTS scores if English is not the mother tongue or medium of prior undergraduate instruction. • BT4221 Big Data Techniques and Technologies 112 MCs) of the MC requirement for the degree programme may opt to replace the IS4010 Industry Internship Programme by BT4101 (12 MCs). IS4241 Social Media Network Analysis Methodological elective modules include those related to big data techniques, statistics, text mining, data mining, social network analysis, econometrics, forecasting, operations research, etc. Students in the University Scholars Programme (USP) who choose the Bachelor of Science (Business Analytics) degree programme will do so with the following variations: Note: 20 MCs will normally be given as Advanced Placement Credits to holders of diploma or higher qualifications. 2  Students are encouraged to take these MA module options should they wish to pursue a more rigorous treatment of the subject topics covered. Passionate about learning new things and gaining new experiences. DBA3712 Dynamic Pricing and Revenue Management 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. 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. • BT4222 Mining Web Data for Business Insights 1  Students have done EC1101E Introduction to Economic Analysis can use it to replace EC1301. 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