minor in data analytics nus

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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. MCs The Minor in Business Analytics programme offers direct admission. Computer Science. Saw Swee Hock School of Public Health Part II: Programmes 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 who underwent the NUS Masters of Science in Business Analytics (MSBA) programme will be well-equipped with skills such as machine learning to excel in the data-analytics field across various industries such as finance, retail, information technology, supply chain, and healthcare. BT4221 Big Data Techniques and Technologies BT1101 Introduction to Business Analytics, IS3221 Enterprise Resource Planning Systems. Some of these modules require prerequisites from outside this list. For A-Level Holders: At least a H2 pass in Mathematics. Multidisciplinary Minors (Open to all NUS students unless otherwise stated) Minor in Aquatic Ecology 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). Teaching Institutions NUS Computing, School of Computing, National University of Singapore, NUS, Singapore Universities Some of these modules require prerequisites from outside this list. The skills to make sense of data will enable you to make better informed decisions. 4 Yale-NUS College Yong Loo Lin School of Medicine IS3221 Enterprise Resource Planning Systems Complete 8MCs of modules in the list below: CS1010S can be replaced by CS1101S/CS1010/E/S/X/FC/J. He has over 30 years’ experience in IT and information management. 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. School of Computing Data literacy skills are relevant to everyone – from managers and CXOs to technical professionals. Students already reading one of the following primary majors are not allowed to read a second major in Data Analytics: Applied Mathematics. For A-Level Holders: At least a H2 pass in Mathematics. 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. 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. Eligibility Disciplinary Minors : Artificial Intelligence : School of Computing : Restricted: Business Analytics: School of Computing: Restricted: Computer Science: School of Computing: Restricted: Information Security: School of Computing: Restricted: Information Systems (formerly Management of Information Technology) School of Computing: Restricted: Multidisciplinary Minors : Data Engineering A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. Data Science … 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. IS4241 Social Media Network Analysis 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. AY2015/16. with a major in Statistics (specialisation in Data Science) [160 MCs] B.Sc. 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. BT1101 Introduction to Business Analytics. 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. Yong Siew Toh Conservatory of Music School of Business For students matriculated in AY2017/18 and after: B.Sc. To provide a business analytics minor programme within NUS for non-computing students; 2. NUS Bulletin AY2020/21 Computer Engineering. Dr Guo teaches executive programmes of Data Analytics and Design Thinking at NUS. (Hons.) 24 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. Core modules = 16 MCs Modules BComp (Computational Biology) Provost's Welcome Message 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. BComp (Information Systems)  Structure Part III: Modules Institute of Systems Science Students who are waived from completing CS1010 or its equivalent must complete another 4 MCs of  elective modules. BT4222 Mining Web Data for Business Insights 1 BT1101 can be replaced by DSC1007. 4 Computational Biology. 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 … of Information System and Analytics. It is a student’s responsibility to ensure that the graduation requirements applicable to his/her cohort will be satisfied within the given candidature. (Hons.) Executive Education & Part-time Programmes, Minor in Interactive Media Development (jointly offered by CNM and CS Depts), Minors offered by other faculties (for Computing students), Graduate Certificate in Computing Foundations, Executive Education & Part-time Programmes, Dept. An ability to function effectively in teams to accomplish a common goal. These minors are open Minors, and require the completion of specific modules. 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 Business Analytics to be structured as follows: The table below shows the programme structure in details. 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 […] AY2016/17 BSc (Data Science and Analytics) The Minor in Business Analytics to be structured as follows: The table below shows the programme structure in details. Updated 17 July 2019 . 4 A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. NUS Mods 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 … Complete 8MCs of modules in the list below: Students who are waived from completing CS1010 or its equivalent must complete another 4 MCs under Elective modules. 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. 1 BT1101 can be replaced by DSC1007. The bachelor of science in business analytics with minor is a four year direct honours programme. Student Learning Outcomes School of Design & Environment IS4241 Social Media Network Analysis. 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. Business Analytics. Please refer here for more information on the application procedure for restricted programmes. 4 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 BT2101 Decision Making Methods and Tools BT4212 Search Engine Optimization and Analytics 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. Alternatively, students may still pursue a major-minor combination after being admitted. Students who are waived from completing CS1010 or its equivalent must complete another 4 MCs under Elective modules. 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. Administrative Policies / Procedures Academic Information / Policies 2 CS1010S can be replaced by CS1101S/CS1010/E/S/X/FC/J. with a Major in Statistics [120 MCs] B.Sc. She consults local and overseas corporate clients on data analytics, user experience design and service innovation. BComp (Information Security) About NUS Academic Calendar An ability to function effectively in teams to accomplish a common goal. A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. Continuation and graduation requirements ... or Data Science and Analytics, and second major in Data Analytics or Statistics. of Information Systems and Analytics, Dept. NUS Graduate School for Integrative Sciences and Engineering 4 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. Sample Study Schedule. The Minor in Business Analytics to be structured as follows: Elective modules = 8 MCs Faculty of Engineering Interested students may still read the required business modules under Unrestricted Electives. School of Continuing and Lifelong Education Part I: General AY2018/19 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. A minimum 16 MCs of the Minor requirements must be earned from modules read in NUS. The Minor in Business Analytics will be awarded to students who satisfied the 24 MCs minor requirement. Students must have the prerequisites to take them. Recognition of the need for and an ability to engage in continuing professional development. Education at NUS CS1010S can be replaced by CS1101S/CS1010/E/S/X/FC/J. Data Analytics. For A-Level Holders: At least a H2 pass in Mathematics. Course Objectives. 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. The Minor is launched from AY 2020/21. FASS has designed several multidisciplinary and disciplinary minors. Locally, the Infocomm Development Authority (IDA) is seeking to develop Singapore into an international Data and Analytics Hub. Grand Total To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. It is open to all NUS undergraduate students who have fundamental computational and engineering training. Faculty of Dentistry Bee Luan is a passionate educator with more than 14 years of teaching experience in an institute of higher learning. 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. BT4211 Data-Driven Marketing Minor in Management: No application is needed for non-business undergraduates who have not been admitted to the Minor programme at the point of admission to 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. Important Note. 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. Students who are required to read CS1010S (or its variant) as part of their majors/second majors/minors are to take CS1010S (or its variant) instead of CS50. 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. 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. CS1010S Programming Methodology2 To provide a business analytics minor programme within NUS for non-computing students; Students who are waived from completing CS1010 or its equivalent must complete another 4 MCs of  elective modules. 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. BT4212 Search Engine Optimization and Analytics 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. An ability to function effectively in teams to accomplish a common goal. 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. University Scholars Programme Students must have the prerequisites to take them. The Minor in Business Analytics will be awarded to students who satisfied the 24 MCs minor requirement. In a 5 year partnership that ensued with ibm contributing industrial knowledge and nus offering academic expertise. The table below shows the programme structure in details. D. School of Continuing and Lifelong Education, H. NUS Graduate School for Integrative Sciences and Engineering, 1. 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. 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 Data Analytics. 4 BT2102 Data Management and Visualisation Duke-NUS Medical School Students will need to complete the primary major requirements to graduate. The objectives of the minor in business analytics are. The Minor may offer insights to students who are interested in exploring careers in the public, private or non-profit sectors, in areas such as community health and health surveillance, urban space planning, environmental health, epidemiology, nutrition, biostatistics, healthcare data analytics… BT4211 Data-Driven Marketing Elective Modules 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. 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. This Second Major is not awarded with the Primary Major in Life Sciences or Minor in Life Sciences. with a major in Statistics [160 MCs] B.Sc. BSc (Business Analytics) Students must have the prerequisites to take them. This course is the sequel to Data Analytics Begins with Me. IS3221 Enterprise Resource Planning Systems Minors: Financial Mathematics, Mathematics, Statistics. Primary Majors: Applied Mathematics, Business Analytics, Computational Biology, Computer Engineering, Computer Science, Data Science and Analytics, Industrial and Systems Engineering, Information Security, Mathematics, Quantitative Finance, Statistics. Recognition of the need for and an ability to engage in continuing professional development. 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. BT4221 Big Data Techniques and Technologies 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 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. Students who are waived from completing CS1010 or its equivalent must complete another 4 MCs under Elective modules. BT4222 Mining Web Data for Business Insights To produce graduates who are able to understand business analytics principles and practices and apply it in a multi-disciplinary context. 2 CS1010S can be replaced by CS1101S/CS1010/E/S/X/FC/J. SoC Minor/Second major are restricted programmes which students must apply during the application window. Bulletin Updates Late requests will not be entertained. Some of these modules require prerequisites from outside this list. She has a passion for engaging and inspiring working professionals at all levels by applying the theory to real world business applications. Objectives 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. His career roles span CIO, Director of IT services, Strategy and Planning, Project management, Applications development, Systems engineering, Data management and IT outsourcing. The objectives of the Minor in Business Analytics are: 1. 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. FASS Minors. NUS Bulletin– Essential information that concerns you as a student. The Minor in Business Analytics programme is not available to students in the following degree programmes offered (or jointly) by the School of Computing: Data is more readily available in the digital economy. Students will need to complete the primary major requirements to graduate. BComp (Computer Science) 4 AY2017/18 Recognition of the need for and an ability to engage in continuing professional development. (Hons.) 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: 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. Some of these modules require prerequisites from outside this list. 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. Students must have the prerequisites to take them. 2 CS1010S can be replaced by CS1101S/CS1010/E/S/X/FC/J. 8 The Minor in Business Analytics enables students to attain, by the time of graduation: 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. 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. Faculty of Law 16 4 6516 2692. At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. Core Modules 4 The Data Analytics and Consulting Centre is a consulting unit closely linked with the DSA programme. It is open to all NUS undergraduate students who have fundamental computational and engineering training. 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. Lee Kuan Yew School of Public Policy Students will need to complete the primary major requirements to graduate. ... Second Major in Data Analytics; ... National University of Singapore Block S3 #05-01 16 Science Drive 4 Singapore 117558. 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. BT1101 Introduction to Business Analytics1 Centre for English Language and Communication The Minor in Business Analytics will be awarded to students who satisfied the 24 MCs minor requirement. Faculty of Science Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. 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. Computational Biology. Faculty of Arts & Social Sciences 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. Part IV: Archived Bulletins Other Multidisciplinary/ Special Programmes Today, business professionals, managers, and entrepreneurs need to be able to leverage the power of data that is collected. Ben Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS. The objectives of the Minor in Business Analytics (BZA) are: This second major in Statistics [ 120 MCs ] B.Sc the Infocomm development Authority ( IDA ) is to... The Data Analytics: Applied Mathematics develop Singapore into an international Data Analytics... Design Thinking at NUS Infocomm development Authority ( IDA ) is seeking to develop Singapore an! At least a H2 pass in Mathematics for non-computing students ; 2 responsibility ensure. 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