Part III: Modules Objectives It is open to all NUS undergraduate students who have fundamental computational and engineering training. IS3221 Enterprise Resource Planning Systems Complete 8 MCs of modules in the list below: BT4212 Search Engine Optimization and Analytics, BT4221 Big Data Techniques and Technologies, BT4222 Mining Web Data for Business InsightsIS3221 Enterprise Resource Planning SystemsIS4241 Social Media Network Analysis. Chua Bee Luan is a Senior Lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at the National University of Singapore (NUS). Strong foundational knowledge of business analytics principles, including (a) familiarity with common business analytics methodologies and principles, (b) high-level understanding of data-driven analytics as a whole, (c) understanding of the theoretical underpinnings of business analytics and their influences in practice. Duke-NUS Medical School Students must have the prerequisites to take them. Sample Study Schedule. To provide a business analytics minor programme within NUS for non-computing students; To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. Students must have the prerequisites to take them. Yong Loo Lin School of Medicine The Minor in Business Analytics will be awarded to students who satisfied the 24 MCs minor requirement. Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. Education at NUS Faculty of Engineering Strong foundational knowledge of business analytics principles, including (a) familiarity with common business analytics methodologies and principles, (b) high-level understanding of data-driven analytics as a whole, (c) understanding of the theoretical underpinnings of business analytics and their influences in practice. Students must have the prerequisites to take them. Complete 8MCs of modules in the list below: These minors are open Minors, and require the completion of specific modules. The minor in business analytics. School of Computing Late requests will not be entertained. AY2016/17 The Minor in Business Analytics enables students to attain, by the time of graduation: The Minor in Business Analytics to be structured as follows: The table below shows the programme structure in details. It is open to all NUS undergraduate students who have fundamental computational and engineering training. Minors: Financial Mathematics, Mathematics, Statistics. Part I: General IS4241 Social Media Network Analysis. BT4211 Data-Driven Marketing School of Continuing and Lifelong Education An ability to function effectively in teams to accomplish a common goal. Recognition of the need for and an ability to engage in continuing professional development. ... or Data Science and Analytics, and second major in Data Analytics or Statistics. 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 […] Other Multidisciplinary/ Special Programmes About NUS 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. For students who have taken CS50 but are required to read CS1010S (or its variant) as part of their majors/second majors/minors, please write to SOC to be allowed to take CS1010S (or its variant) and CS50 will be counted towards the UE. Student Learning Outcomes SoC Minor/Second major are restricted programmes which students must apply during the application window. Students applying for the Minor in Business Analytics must meet the entry requirement: Students from cohort 2016/17 or later who have taken CS1010S (or its equivalent) and BT1101 (or its equivalent) as part of their degree requirements can apply for entry into Minor in Business Analytics starting Semester 1, AY2017-18. The Minor in Business Analytics to be structured as follows: The table below shows the programme structure in details. But students need to apply for the module substitution as advanced modules may need the taught programming language in CS1010S and it is imperative that students who take CS1010S equivalent are aware of it. Students applying for the Minor in Business Analytics must meet the entry requirement: For diploma holders: Diploma with at least an A2 in GCE 'O' level Elementary Mathematics or at least a B4 grade in GCE 'O' level Additional Mathematics. Faculty of Arts & Social Sciences 4 NUS Graduate School for Integrative Sciences and Engineering MCs BT4222 Mining Web Data for Business Insights 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. To provide a business analytics minor programme within NUS for non-computing students; To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. 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 Minor in Business Analytics programme is not available to students in the following degree programmes offered (or jointly) by the School of Computing: In addition, BBA and BBA (Accountancy) students who are matriculated from AY2017/18 onwards and specialised in Business Analytics are not allowed to graduate with a Minor in Business Analytics. BComp (Information Security) At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. Some of these modules require prerequisites from outside this list. For diploma holders: Diploma with at least an A2 in GCE ‘O’ level Elementary Mathematics or at least a B4 grade in GCE ‘O’ level Additional Mathematics. 1 BT1101 can be replaced by DSC1007. The Minor in Business Analytics programme is not available to students in the following degree programmes offered (or jointly) by the School of Computing: In addition, BBA and BBA (Accountancy) students who are matriculated from AY2017/18 onwards and specialised in Business Analytics are not allowed to graduate with a Minor in Business Analytics. BComp (Computational Biology) This course is the sequel to Data Analytics Begins with Me. Some of these modules require prerequisites from outside this list. AY2017/18 The Minor in Financial Mathematics programme allows non-mathematics majors to obtain a basic understanding of how modern mathematics is being applied in finance, banking and insurance. The minor in Data Analytics is aimed at students majoring in engineering, mathematics, physical and social sciences, business, and other disciplines, and will enhance their preparation to enter the workforce and analyze large data sets in their chosen fields. For students following the enhanced grade-free scheme for S/U option: The S/U option is available for modules that are part of a student’s Minor requirements if they fall under the criteria stated for their cohort, and as long as the student has at least a minimum 16 MCs of the Minor requirement earned from modules read in NUS (i.e., graded modules with assigned grade points or modules with an ‘S’ or ‘CS’ grade) out of the 24 MCs to fulfill the Minor requirements towards graduation. with a major in Statistics (specialisation in Data Science) [160 MCs] B.Sc. BT4211 Data-Driven Marketing 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. 4 4 Elective Modules 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. The objectives of the Minor in Business Analytics (BZA) are: with a major in Statistics [160 MCs] B.Sc. In a 5-year partnership that ensued, with IBM contributing industrial knowledge and NUS offering academic expertise, BAC offered and hosted the NUS Master of Science in Business Analytics (MSBA) programme. BSc (Data Science and Analytics) Students who are waived from completing CS1010 or its equivalent must complete another 4 MCs under Elective modules. Students will need to complete the primary major requirements to graduate. Teaching Institutions Students who are waived from completing CS1010 or its equivalent must complete another 4 MCs under Elective modules. 4 BT1101 Introduction to Business Analytics1 16 In addition, BBA and BBA (Accountancy) students who are matriculated from AY2017/18 onwards and specialised in Business Analytics are not allowed to graduate with a Minor in Business Analytics. 4 Bulletin Updates Students who are waived from completing CS1010 or its equivalent must complete another 4 MCs of  elective modules. Academic Calendar Yale-NUS College (Hons.) This minor, offered by the Department of Industrial Systems Engineering and Management, will ground the engineering students with a solid foundation of systems engineering principles. Students from cohort 2016/17 or later who have taken CS1010S (or its equivalent) and BT1101 (or its equivalent) as part of their degree requirements can apply for entry into Minor in Business Analytics starting Semester 1, AY2017-18. BT4221 Big Data Techniques and Technologies 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. Students from cohort 2016/17 or later who have taken CS1010S (or its equivalent) and BT1101 (or its equivalent) as part of their degree requirements can apply for entry into Minor in Business Analytics starting Semester 1, AY2017-18. Mentor: Geneviève Bassellier Students completing this 15 credit concentration in Business Analytics will have training in a diverse set of methods in analytics and tools to conduct analyses as applied in a variety of managerial disciplines. Important Note This minor is not awarded with the primary major in Mathematics, Applied Mathematics, Quantitative Finance, and Data Science & Analytics, and second major in Mathematics, Financial Mathematics and … School of Design & Environment Students who are waived from completing CS1010 or its equivalent must complete another 4 MCs of  elective modules. 2 CS1010S can be replaced by CS1101S/CS1010/E/S/X/FC/J. CS1010S can be replaced by CS1101S/CS1010/E/S/X/FC/J. Administrative Policies / Procedures For students following the enhanced grade-free scheme for S/U option: The S/U option is available for modules that are part of a student's Minor requirements if they fall under the criteria stated for their cohort, and as long as the student has at least a minimum 16 MCs of the Minor requirement earned from modules read in NUS (i.e., graded modules with assigned grade points or modules with an ‘S’ or ‘CS’ grade) out of the 24 MCs to fulfill the Minor requirements towards graduation. AY2018/19 1 BT1101 can be replaced by DSC1007. Students will need to complete the primary major requirements to graduate. School of Business She has a passion for engaging and inspiring working professionals at all levels by applying the theory to real world business applications. BT4212 Search Engine Optimization and Analytics Lee Kuan Yew School of Public Policy But students need to apply for the module substitution as advanced modules may need the taught programming language in CS1010S and it is imperative that students who take CS1010S equivalent are aware of it. Please refer here for more information on the application procedure for restricted programmes. BT2102 Data Management and Visualisation Faculty of Dentistry  Structure Computer Science. Core Modules A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. Updated 17 July 2019 . (Hons.) Centre for English Language and Communication NUS Bulletin AY2020/21 A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. For diploma holders: Diploma with at least an A2 in GCE ‘O’ level Elementary Mathematics or at least a B4 grade in GCE ‘O’ level Additional Mathematics. The objectives of the Minor in Business Analytics are: 1. In a 5 year partnership that ensued with ibm contributing industrial knowledge and nus offering academic expertise. But students need to apply for the module substitution as advanced modules may need the taught programming language in CS1010S and it is imperative that students who take CS1010S equivalent are aware of it. 4 Computational Biology. of Information System and Analytics. NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities The bachelor of science in business analytics with minor is a four year direct honours programme. IS3221 Enterprise Resource Planning Systems The NUS Business Analytics Centre (BAC) was established in 2013, in collaboration with IBM, to develop the skills and knowledge of professionals in business analytics. The Minor in Business Analytics will be awarded to students who satisfied the 24 MCs minor requirement. Alternatively, students may still pursue a major-minor combination after being admitted. 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. NUS Bulletin– Essential information that concerns you as a student. A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. Part IV: Archived Bulletins Data literacy skills are relevant to everyone – from managers and CXOs to technical professionals. An ability to function effectively in teams to accomplish a common goal. 24 Eligibility Students must have the prerequisites to take them. BComp (Information Systems) But students need to apply for the module substitution as advanced modules may need the taught programming language in CS1010S and it is imperative that students who take CS1010S equivalent are aware of it. BT4222 Mining Web Data for Business Insights Saw Swee Hock School of Public Health FASS has designed several multidisciplinary and disciplinary minors. The Minor is launched from AY 2020/21. Elective modules = 8 MCs Data Analytics. Bee Luan is a passionate educator with more than 14 years of teaching experience in an institute of higher learning. The Data Analytics and Consulting Centre is a consulting unit closely linked with the DSA programme. Business Analytics. The aim of this minor programme is to introduce students to the basic concepts and practices in statistics as a pathway to enhance the analytical skill and statistical reasoning in dealing with information related to their majors. For A-Level Holders: At least a H2 pass in Mathematics. The Minor in Business Analytics enables students to attain, by the time of graduation: Strong foundational knowledge of business analytics principles, including (a) familiarity with common business analytics methodologies and principles, (b) high-level understanding of data-driven analytics as a whole, (c) understanding of the theoretical underpinnings of business analytics and their influences in practice. A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. He has over 30 years’ experience in IT and information management. 8 Part II: Programmes Some of these modules require prerequisites from outside this list. Data Science … Recognition of the need for and an ability to engage in continuing professional development. The objectives of the Minor in Business Analytics are: The Minor in Business Analytics enables students to attain, by the time of graduation: The Minor in Business Analytics programme offers direct admission. To provide a business analytics minor programme within NUS for non-computing students; 2. Multidisciplinary Minors (Open to all NUS students unless otherwise stated) Minor in Aquatic Ecology BT2101 Decision Making Methods and Tools The four-year direct Honours programme in Data Science and Analytics (DSA) is designed to prepare graduates who are ready to acquire, manage and explore data that … For A-Level Holders: At least a H2 pass in Mathematics. Students will need to complete the primary major requirements to graduate. Computer Engineering. For A-Level Holders: At least a H2 pass in Mathematics. The Minor in Business Analytics to be structured as follows: To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. The age of the fourth industrial revolution has seen the explosion of data, with a mind-boggling 2.5 quintillion bytes of data created each day at our current pace. 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. Provost's Welcome Message Faculty of Law Students applying for the Minor in Business Analytics must meet the entry requirement: 2 CS1010S can be replaced by CS1101S/CS1010/E/S/X/FC/J. The objectives of the Minor in Business Analytics (BZA) are: The Minor in Business Analytics enables students to attain, by the time of graduation: The Minor in Business Analytics programme offers direct admission. 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