BSc in Business Analytics with Minor | Full-time Degree | SUSS

Bachelor's Degree Programme
(Full-time)

Bachelor of Science in Business Analytics with Minor

Applications Open: To be confirmed

Applications Close: To be confirmed

Next Available Intake: July 2023

Programme Type: Full-time Undergraduate

Fees: View More Details on Fees

Area of Interest: Business Administration

School/Department: School of Business

The Bachelor of Science in Business Analytics with Minor is a four-year direct honours programme. Students are required to complete a total of 200 credit units (cu), inclusive of 40 cu of Common Curriculum courses. The Common Curriculum courses are first-year inter-disciplinary courses designed to hone students' conceptual, analytical and writing abilities along with their communication skills. Students are also required to complete a 24-week work attachment, an overseas experience and a community engagement. Singapore University of Social Sciences aims to produce graduates who are professionally competent, social-minded and self-directed learners.

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Overview

Refer to general admission criteria for full-time undergraduate programmes. There will be additional admission criteria to better target students who are aligned to the educational philosophy of our full-time programmes. This will be done through interviews and selection tests.

There are also various types of financial aid available to students who need financial assistance. Please click here for more details.

Students pursuing this full-time programme are required to complete 200 credit units (cu). They will start their programme with the Common Curriculum, and conclude their programme with a strategy course and a business analytics applied project. They will also be required to complete the non-credit but compulsory programme components: overseas experience, work attachment and service-learning/community engagement.

Students can also choose to undertake the AI4I course as part of the fulfilment for General Electives (subjected to terms and conditions).

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Module Types
SUSS CORE COMPULSORY	SCO101 Why Do Good? SCO104 Globalisation and Technology SCO105 Transforming Work SCO107 Challenging Sustainability	10 cu
SUSS CORE RESTRICTED	SCO112 Critical Reasoning SCO115 Cities & Crises SCO117 Differences and Interests in Society SCO119 Understanding Vulnerability	10 cu
SUSS CORE UNRESTRICTED	CDO151 My Profile and Brand CDO152 Job Search Skills CDO251 Managing Self for Work CDO252 Multidisciplinary Teamwork CDO261 AI in Daily Life CDO303 SUSS Impact Startup Challenge in Singapore CDO303ACI ASEAN-China Impact Startup Challenge CDO303DLC SUSS-DUFE Impact Startup Challenge in Dalian, China CDO303GER Impact Startup Challenge in Gerontology CDO303JKT SUSS-PIAGET Impact Startup Challenge (Jakarta, Indonesia) CDO303KHH SUSS-FORMOSA Impact Startup Challenge in Kaohsiung, Taiwan CDO303MDN SUSS-WBI Impact Startup Challenge in Medan, Indonesia CDO303MNL SUSS-GCIC Impact Startup Challenge in Manila, Philippines CDO303PNH SUSS-AUPP Impact Startup Challenge in Phnom Penh, Cambodia CDO303SGN SUSS-FETCH Impact Startup Challenge in Ho Chi Minh, Vietnam CDO303SU Impact Startup Challenge in Sustainability CDO303SZX SUSS-SZU Impact Startup Challenge in Shenzhen, China CDO351 Business Acumen CDO352 Financial Decisions CDO353 Decision Making for Sustainability CDO354 Business Experiments ETB101 Experiential Teambuilding (Singapore) ETB102 Experiential Teambuilding (Kunming, China) ETB103 Experiential Teambuilding (Shenzhen, China) ETB104 Experiential Teambuilding (Medan, Indonesia) ETB105 Experiential Teambuilding (Bogor, Indonesia) ETB106 Experiential Teambuilding (Qui Nhon, Vietnam) ETB107 Experiential Teambuilding (Gopeng, Malaysia) GSP100 General Electives MLL171 Business Malay I MLL271 Business Malay II MLL371 Business Malay III OCE151 Wetlands Conservation and Environmental Education OCE153 Community-Based Approaches to Food Security and Sustainability OCE165 Volunteer Resource Management OCE175 Skills for Sustainable Community Change OEL302 Overseas Experiential Learning (Shanghai/Hangzhou) OEL303 Moving Resources Across the Silk Road OEL308 Social Work and Social Welfare Strategy in Hong Kong OEL316 Educational Opportunities and Challenges in Yunnan OEL317 Business Skills Amongst Communities in Vientiane OEL318 Educational Opportunities and Challenges in Vientiane OEL319 Conservation and Development Practices in Lombok OEL321 Women’s Empowerment in India OEL322 Developmentally Appropriate Early Childhood Practices in Beijing OEL324 Startup Culture in India OEL325 Public Security in Asia-Pacific OEL326 The Chongqing Connectivity Initiative OEL330 Innovation Spirit in Shenzhen OEL331 Modernity vs. Tradition in Chengdu OEL332 Social Innovation in Hanoi OEL333 Entrepreneurial Spirit in Israel OEL334 Civic Altruism in Taiwan OEL335 Business Organisations in Myanmar OEL336 Technological Innovation in Jakarta OEL337 Community Empowerment Practices in Cambodia OEL338 Food Security Practices in Asia Pacific OGP101 Transnational Reflexivity OGP102 Transnational Chinese Business Networks OGP103 Introduction to ASEAN OGP105 Introduction to Vietnam OGP161 Business Chinese I OGP162 Business Bahasa Indonesia I OGP163 Business Vietnamese I OGP164 Business Thai I OGP165 Business Hindi I OGP171 Chinese Culture: From Traditional to Contemporary OGP261 Business Chinese II OGP262 Business Bahasa Indonesia II OGP263 Business Vietnamese II OGP264 Business Thai II OGP265 Business Hindi II OGP361 Business Chinese III OGP362 Business Bahasa Indonesia III OGP363 Business Vietnamese III OGP364 Business Thai III OGP365 Business Hindi III OST101 Rise and Fall of the Han Civilisation in Shaanxi OST161 Lead and Influence OST162 Facilitative Leadership OST163 Reflection and ePortfolio OST164SG Leadership through Outdoor Adventure in Singapore PSS221 Urban Security and Resilience SCO157 Empathy and Reflection SCO159 Story-telling and Story-making SCO399 Design-X	20 cu
COMPULSORY	ACC202 Financial and Managerial Accounting ANL201 Data Visualisation for Business ANL252 Python for Data Analytics ANL303 Fundamentals of Data Mining ANL305 Association and Clustering ANL307 Predictive Modelling ANL310 Business Analytics Applications and Issues ANL312 Text Mining and Applied Project Formulation ANL317 Business Forecasting ANL355 Applied Operations Research ANL488 Business Analytics Applied Project BUS100 Business Skills and Management BUS105 Statistics BUS107 Quantitative Methods BUS201 Contract and Agency Law BUS204 Business Excellence BUS490 Contemporary Business Strategy ECO202 Economic Ideas and Models for Business FIN203 Essentials of Financial Management HRM203 Human Behaviour in Organisations MKT202 Marketing Management	105 cu
ELECTIVE	ACC353 Accounting Analytics ANL321 Statistical Methods ANL351 SAS Programming and its Application BME363 Applications of Artificial Intelligence in Healthcare ENG233 Internet of Things (IoT) ICT330 Database Management Systems MKT355 Multivariate Analysis MKT365 Social Media Metrics & Analytics MKT390 Marketing Research	Minimum 0 & maximum 15 cu
~ GENERAL ELECTIVE ~	GSP100 General Electives	Minimum 0 & maximum 15 cu
MINOR COURSES	Accountancy MINOR CORE (20 cu) ACC201 Financial Accounting ACC203 Managerial Accounting ACC206 Financial Reporting ACC213 Introduction to Income Tax MINOR ELECTIVE (20 cu) ACC208 Intermediate Financial Reporting ACC210 Accounting for Decision Making and Control ACC217 Accounting Information Systems ACC302 Advanced Financial Reporting ACC305 Assurance and Attestation ACC306 Advanced Assurance and Attestation ACC307 Taxation of Companies and Partnerships ACC309 International Taxation and Tax Planning ACC311 Strategic Management Accounting ACC351 Forensic Accounting ACC353 Accounting Analytics ACC406 Topics in Assurance and Attestation ACC407 Financial Statement Analysis and Valuation ACC491 Advanced Consolidation and Corporate Reporting Algorithmic Development MINOR CORE (20 cu) MTH107 Calculus I MTH108 Calculus II MTH207 Linear Algebra MTH208 Advanced Linear Algebra MINOR ELECTIVE (20 cu) MTH316 Multivariable Calculus MTH353 Basic Statistical Methods in Experimental Design MTH354 Advanced Statistical Methods in Experimental Design MTH355 Basic Mathematical Optimization MTH356 Advanced Mathematical Optimization MTH359 Applied Financial Mathematics I MTH360 Applied Financial Mathematics II MTH361 Stochastic Processes I MTH362 Stochastic Processes II Application Development MINOR CORE (40 cu) MTD215 Application of C++ in Multimedia MTD220 User Experience (UX) Design and Web Technologies MTD311 Interactive Digital Animation MTD315 Computer Interactive Graphics MTD319 Android Application Development MTD367 iOS Application Development MTD368 Game Design and Development MTD369 Virtual Reality and Augmented Reality Applied Ageing Studies MINOR CORE (5 cu) GER301 Ageing and Society: A Multi-Disciplinary Perspective MINOR ELECTIVE (35 cu) CDO303GER Impact Startup Challenge in Gerontology COU258 Counselling on Ageing Family Issues GER302 Advance Care Planning and End-of-Life Issues GER401 Ageing and Informatics GER402 Reminiscence Arts and Aged Care PSY265 Health Psychology PSY375 Health and Well-being PSY475 Health and Wellness Coaching SWK358 Eldercare Business MINOR CORE (20 cu) BUS102 Management in the Digital Age BUS354 Customer Relationship Management BUS357 Starting and Managing a Business BUS368 Innovation Management and Digital Transformation MINOR ELECTIVE (20 cu) ACC202 Financial and Managerial Accounting BUS104 Organisational Behaviour in the Technology Era BUS105 Statistics BUS201 Contract and Agency Law BUS204 Business Excellence BUS205 Company and Tort Law BUS352 Operations Analytics BUS353 Project Management BUS356 Business Negotiation BUS362 IT-Enabled Business Transformation ECO202 Economic Ideas and Models for Business ECO352 Political Economy of Asia FIN203 Essentials of Financial Management MKT202 Marketing Management Chinese Language MINOR CORE (15 cu) CCC101 Selected Readings in Chinese CCC103 Writing in Chinese: Major Genres and Styles CCC201 Modern Chinese Grammar and Rhetoric (现代华语语法与修辞) MINOR ELECTIVE (25 cu) CCC203 Issues in Contemporary China (当代中国专题研究) CLS113 Chinese Contemporary Literature (中国当代文学) CLS115 Applied Chinese Phonetics and Lexicology (实用华语语音与词汇) CLS301 Chinese Etymology (中国文字学) CLS306 Tang Poetry (唐诗专题) CLS307 Song Ci (宋词专题) CTI121 Fundamentals of Chinese-English Translation CTI122 Fundamentals of English-Chinese Translation Cloud Computing MINOR CORE (30 cu) ICT114 Computer Architecture ICT246 Operating Systems ICT263 AWS Certified Cloud Practitioner ICT365 AWS Certified Developer – Associate ICT366 AWS Certified Solutions Architect – Associate ICT367 AWS Certified SysOps Administrator – Associate MINOR ELECTIVE (10 cu) ACC201 Financial Accounting BME363 Applications of Artificial Intelligence in Healthcare EAS401 Robotics Mechanics and Control ENG233 Internet of Things (IoT) ENG335 Machine Learning ICT233 Data Programming ICT259 Computer Networking ICT318 Network Security ICT330 Database Management Systems ICT335 Cloud Computing: Business Case and Technical Models ICT337 Big Data Computing in the Cloud ICT338 Information Security Challenges in Smart Computing ICT341 Web Informatics Programming ICT368 AWS Academy Data Analytics and Machine Learning Foundation MTD369 Virtual Reality and Augmented Reality Communication MINOR CORE (20 cu) COM101 Principles and Practice of Communication COM103 Discourse: Critique and Evaluation COM105 Media Communication in a Changing World COM203 Visual Texts and Communication MINOR ELECTIVE (20 cu) COM222 Media Relations COM223 Writing for Strategic Communication COM256 Writing for Online News COM273 Creative Communication Strategies COM301 Public Relations COM302 Corporate Communication COM303 Media Management COM308 Analysis of Issues and Trends in the Communication Industry COM322 Media Law and Ethics COM323 Crisis Communication COM353 Feature Writing COM355 Multimedia Public Affairs Reporting COM376 Strategic Social Media Management COM388 Communication Campaign Planning Contemporary China Studies MINOR CORE (20 cu) CCS101 The Making of Modern China CCS102 Government and Politics in China CCS103 Chinese Economy in Transformation CCS104 Chinese Society in Transition MINOR ELECTIVE (20 cu) BUS371 Doing Business with China CCS251 Policy Making in China CCS252 Belt and Road in Southeast Asia CCS253 China's Rise and Its Implications CCS254 Chinese Cultural Psychology CCS351 Comparative Development of Hong Kong and Taiwan CCS352 Independent Study ECO352 Political Economy of Asia SWK307 Globalization and Social Change Criminology MINOR CORE (40 cu) PSS213 Criminal Law in Practice: An Overview PSS305 Criminological Theories and Intervention PSS311 Desistance from Crime PSS313 Restorative Justice Principles and Practices PSS317 Policing, Crime and Society PSY203 Abnormal Psychology PSY372 Criminal Psychology PSY373 Psychology of Nonverbal Behaviours Crisis Management MINOR CORE (40 cu) HFS301 Cognitive Systems Engineering HFS371 Risk Assessment and Management HFSY217 Emergency Preparedness and Response Planning PSS217 Security Operations and Administration PSS221 Urban Security and Resilience PSS315 Peacebuilding and Security PSS331 Global Food Security PSS335 Food Security, Ethics and Law Digital Content Marketing MINOR CORE (10 cu) CET310 Branding Using Social Media COM376 Strategic Social Media Management MINOR ELECTIVE (30 cu) COM105 Media Communication in a Changing World CTI204 Media/Multimedia Translation FLM361 Scriptwriting: Telling a Compelling Story GSP207 Social Media Creation and Management GSP208 Video Storytelling Techniques GSP209 Digital Video Content Creation GSP211 Digital Content Development MKT360 Internet & Social Media Marketing MKT365 Social Media Metrics & Analytics MTD220 User Experience (UX) Design and Web Technologies MTD366 Online Channel Creation & Management Digital Media MINOR CORE (10 cu) MTD111 Creative Design Fundamentals MTD113 History of Media MINOR ELECTIVE (30 cu) MTD105 Digital Photography Technology MTD220 User Experience (UX) Design and Web Technologies MTD301 Audio and Video Production Techniques MTD311 Interactive Digital Animation MTD359 Visual Effects Design MTD365 Virtual Reality Filmmaking MTD366 Online Channel Creation & Management English Language MINOR CORE (20 cu) ELG103 Understanding Components of Language ELG105 An Introduction to Language Systems ELG213 Language Structure: Sentences and Sounds ELG217 Language and Society MINOR ELECTIVE (20 cu (10 cu Level 3 courses)) ELG352 Literary Stylistics ELG353 World Englishes ELG354 Language and Literacy ELG355 English in Singapore ELG356 Semantics and Pragmatics ELG358 Discourse Analysis ELG361 First Language Acquisition ELG363 Second Language Learning ELT107 Analysing Prose: Short Fiction and Essays ELT109 Understanding Poems and Plays English Literature MINOR CORE (10 cu (Level 1)) ELT107 Analysing Prose: Short Fiction and Essays ELT109 Understanding Poems and Plays MINOR ELECTIVE (30 cu (Minimum 10 cu at Level 3)) ELT209 Analysing the Nineteenth-Century Novel ELT211 Understanding Shakespeare: Plays and Sonnets ELT255 Children's Literature ELT371 Jacobean Drama ELT372 Topics in American Literature ELT376 Contemporary Literature ELT377 Modern Poetry ELT379 Topics in Modernism ELT381 Singapore Literature FLM201 Film Genre: Understanding Types of Film Entrepreneurship MINOR CORE (40 cu) GSP401 ALIBABA CLOUD-SUSS Certificate/Minor in Entrepreneurship Events Management MINOR CORE (30 cu) EMT101 Events Planning and Management EMT103 Venue and Space Management for Events EMT105 Financial and Risk Management for Events EMT201 Business Events EMT313 Trends and Technologies for Event Management EMT315 Event Ideation and Conceptualization MINOR ELECTIVE (10 cu) EMT307 Logistics and Site Operations EMT309 Hospitality and Tourism Management EMT388 Industry Project in Event Management EMT401 Special and Mega Events EMT407 Leisure and Attractions Management EMT409 F&B Management MTD301 Audio and Video Production Techniques Facilities Management MINOR CORE (30 cu) FMT101 Building Services FMT201 Building Technology FMT203 Procurement and Contract Management FMT205 Fundamentals of Facilities Management FMT302 Operation and Maintenance of Building Services FMT315 Sustainable Buildings MINOR ELECTIVE (10 cu) ACC202 Financial and Managerial Accounting BUS354 Customer Relationship Management FMT213 Security Management for the Built Environment FMT303 Property Law FMT306 Strategic Asset, Property and Facilities Management FMT307 Energy Management and Audit FMT309 Building Diagnostics FMT313 Building Information Modeling for Facilities Management FMT316 Fire Safety Management FMT317 SMART and Emerging Technologies for Facilities Management FMT319 Township Management FMT388 Industry Project for Facilities Management FMT404 Quality Management Systems FMT407 Indoor Environmental Quality HFS309 Universal Design Film Studies MINOR CORE (15 cu) FLM101 Introduction to Film Studies FLM103 Writing Film Criticism FLM201 Film Genre: Understanding Types of Film MINOR ELECTIVE (25 cu) FLM251 Introduction to Animated Film FLM352 Reinventing the Business of Film FLM353 Video on Demand: From Netflix to Disney Plus FLM359 Navigating Singapore's Film Industry FLM361 Scriptwriting: Telling a Compelling Story FLM362 Smartphone Filmmaking for Meaningful Storytelling FLM363 Film Adaptations: The Business of Reinterpreting Shakespeare FLM365 Singapore Chinese Film Festival Internship Financial Technology MINOR CORE (30 cu) ANL252 Python for Data Analytics FIN207 Game Theory and Design Thinking FIN312 Mathematics and Programming for FinTech FIN313 Machine Learning and AI for FinTech FIN383 Financial Technologies and Innovations FIN385 Blockchain Technology and Smart Contract for Finance MINOR ELECTIVE (10 cu) ANL201 Data Visualisation for Business ANL303 Fundamentals of Data Mining FIN203 Essentials of Financial Management FIN205 Data Technologies for Financial Modelling FIN306 Financial Markets FIN354 Impact Investing and Green Finance FIN356 Islamic Finance FIN382 Risk Management for Finance and Technology FIN387 Financial Cryptography MTH359 Applied Financial Mathematics I MTH360 Applied Financial Mathematics II Human Factors MINOR ELECTIVE (40 cu) HFS103 Psychology for Human Factors HFS105 Cognition and Information Processing HFS201 Workplace Evaluation and Design HFS203 Environmental Hazards and Toxicology HFS206 Occupational Biomechanics HFS219 Human Factors Methods HFS301 Cognitive Systems Engineering HFS303 Safety, Risk and Resilience Engineering HFS306 User Centred Design for Interactive Systems HFS309 Universal Design HFS353 Incident and Accident Investigation HFS371 Risk Assessment and Management HFS376 Human Factors in Defence and Security HFSY357 Environmental Management and Sustainable Development HFSY359 Fatigue Management SST102 Human Factors and Systems Design Human Resource Management MINOR CORE (20 cu) HRM203 Human Behaviour in Organisations HRM231 Employment Law and Industrial Relations HRM233 Training and Development HRM263 Team Dynamics MINOR ELECTIVE (20 cu) HRM313 Total Reward Design and Management HRM318 Human Capital Measurement HRM331 Talent Management HRM333 Performance Management HRM335 Leadership Development HRM357 Workforce Planning HRM359 Global Human Resource HRM373 Assessment and Selection HRM375 Interviewing Techniques Information Technology MINOR CORE (40 cu) ICT133 Structured Programming ICT162 Object Oriented Programming ICT233 Data Programming ICT239 Web Application Development ICT246 Operating Systems ICT330 Database Management Systems ICT335 Cloud Computing: Business Case and Technical Models ICT340 Application Analysis and Design International Trade Management MINOR CORE (25 cu) BUS362 IT-Enabled Business Transformation LOG221 International Trade Management LOG223 Trade Operations LOG321 Trade Regulations and Compliance LOG323 Trade Finance MINOR ELECTIVE (15 cu) ACC202 Financial and Managerial Accounting ANL203 Analytics for Decision-Making BUS354 Customer Relationship Management BUS356 Business Negotiation BUS363 Total Quality Management FIN306 Financial Markets GSP303SZX SUSS Entrepreneurship Bootcamp (Shenzhen) LOG201 Supply Chain Management LOG206 Transport Management and Technology LOG208 Warehouse Management and Technology LOG302 Supply Chain Information Management and Technology LOG304 Procurement and Supply Management in the Digital Era LOG305 International Trade Law LOG353 Ocean Freight Management LOG355 Air Freight Management LOG356 Port Management and Technology LOG358 Airport and Airline Logistics LOG363 Geospatial Analytics for Decision-Making LOG365 Digital Twin for Supply Chains MKT202 Marketing Management MKT352 Sales Management MKT360 Internet & Social Media Marketing MKT361 Business-to-Business Marketing OEL302 Overseas Experiential Learning (Shanghai/Hangzhou) OEL303 Moving Resources Across the Silk Road OEL308 Social Work and Social Welfare Strategy in Hong Kong OEL326 The Chongqing Connectivity Initiative OEL333 Entrepreneurial Spirit in Israel OEL334 Civic Altruism in Taiwan OEL335 Business Organisations in Myanmar OEL336 Technological Innovation in Jakarta Malay Language MINOR CORE (20 cu) MLL101 Introduction to Malay Linguistics MLL105 Introduction to Translation MLL107 Structure of the Malay Language MLL201 Malay Grammar MINOR ELECTIVE (20 cu) MLL111 Pedagogical Approaches to Language Teaching MLL219 Islam and the Malays MLL257 Literature for Children MLL301 Malay Phonetics and Phonology MLL303 Materials Designing for the Malay Language Classroom MLL305 Testing and Assessment in Language Teaching MLL307 2 Way Translation Management MINOR CORE (10 cu) BUS102 Management in the Digital Age BUS357 Starting and Managing a Business MINOR ELECTIVE (30 cu) ACC202 Financial and Managerial Accounting BUS104 Organisational Behaviour in the Technology Era BUS107 Quantitative Methods BUS201 Contract and Agency Law BUS352 Operations Analytics BUS353 Project Management BUS362 IT-Enabled Business Transformation BUS363 Total Quality Management FIN203 Essentials of Financial Management HRM201 Human Resource Management HRM263 Team Dynamics HRM333 Performance Management HRM335 Leadership Development LOG201 Supply Chain Management Marketing MINOR CORE (30 cu) BUS105 Statistics BUS201 Contract and Agency Law HRM203 Human Behaviour in Organisations MKT202 Marketing Management MKT351 Consumer Behaviour MKT390 Marketing Research MINOR ELECTIVE (10 cu) BUS357 Starting and Managing a Business MKT352 Sales Management MKT353 Retail Management MKT354 Brand Management MKT355 Multivariate Analysis MKT358 Integrated Marketing Communications MKT360 Internet & Social Media Marketing MKT361 Business-to-Business Marketing MKT362 Pricing MKT363 Services Marketing MKT365 Social Media Metrics & Analytics MKT366 Sustainability Marketing MKT367 Social Marketing Military Studies MINOR ELECTIVE (40 cu) CSC004 Command Staff College Course CSC005 Command Staff College Course PME004 Professional Military Education Course PSS213 Criminal Law in Practice: An Overview PSS217 Security Operations and Administration PSS221 Urban Security and Resilience PSS305 Criminological Theories and Intervention PSS311 Desistance from Crime PSS313 Restorative Justice Principles and Practices PSS315 Peacebuilding and Security PSS317 Policing, Crime and Society Mobile Application Development MINOR CORE (40 cu) ICT133 Structured Programming ICT162 Object Oriented Programming ICT233 Data Programming ICT239 Web Application Development MTD215 Application of C++ in Multimedia MTD319 Android Application Development MTD367 iOS Application Development MTH105 Fundamentals of Mathematics Organisational Management MINOR CORE (20 cu) BUS354 Customer Relationship Management BUS366 Lean Six Sigma COM368 Strategic Communication POL103 Government and Politics of Singapore MINOR ELECTIVE (20 cu) ACC202 Financial and Managerial Accounting ACC217 Accounting Information Systems BPM109 Contract Administration BUS102 Management in the Digital Age BUS104 Organisational Behaviour in the Technology Era BUS353 Project Management FIN203 Essentials of Financial Management FIN304 Decision Making for Financial Managers FMT101 Building Services FMT302 Operation and Maintenance of Building Services HRM263 Team Dynamics HRM333 Performance Management HRM373 Assessment and Selection ICT133 Structured Programming ICT265 IT Service Management Fundamentals ICT338 Information Security Challenges in Smart Computing Outdoor Education MINOR CORE (35 cu) BSE217 Motor Development, Control and Learning BSE221 Theoretical Perspectives of Outdoor Education BSE223 Risk Management in Outdoor Education BSE225 An Introduction to Land- and Water-Based Adventure Education BSE303 Sports Safety and Management of Sports Injuries BSE321 Ecological Literacy and Sustainability in Outdoor Education BSE323 Instruction and Facilitation in Outdoor Learning MINOR ELECTIVE (5 cu) BSE258 Teaching of Physical Education and Sports BSE259 Teaching of Games Paramedicine and Emergency Response MINOR CORE (40 cu) COM323 Crisis Communication HFS371 Risk Assessment and Management HFSY217 Emergency Preparedness and Response Planning HRM201 Human Resource Management PAR301 Terrorism, CBRNE Incidents and Major Health Crises PAR303 Ethical Issues in Public Safety PAR305 Policy Development and Implementation PAR307 Leadership in Paramedicine PAR309 Operational Leadership in Paramedicine Physical Education MINOR CORE (20 cu) BSE205 Adapted Physical Education and Sport BSE217 Motor Development, Control and Learning BSE219 Introduction to Human Movement BSE311 Health and Wellness: Exercise And Lifestyle Factors MINOR ELECTIVE (20 cu) BSE207 Exercise Physiology BSE215 Sports Biomechanics BSE258 Teaching of Physical Education and Sports BSE259 Teaching of Games BSE303 Sports Safety and Management of Sports Injuries BSE309 Applied Sport Psychology BSE313 Sport Coaching BSE315 Recreational Sport Programme Management BSE317 Current Issues and Trends in Sport BSE355 Measurement and Evaluation in Physical Education and Sport Political Science MINOR CORE (20 cu) POL101 Introduction to Political Science POL103 Government and Politics of Singapore POL201 Fundamentals of Public Administration POL203 Introduction to Comparative Politics MINOR ELECTIVE (20 cu) CCS251 Policy Making in China CCS351 Comparative Development of Hong Kong and Taiwan POL205 Business, Government and Society POL351 Comparative Politics in Southeast Asia POL353 Public Administration in Southeast Asia POL355 Governance and Corruption Procurement Management MINOR CORE (30 cu) BUS201 Contract and Agency Law LOG211 Procurement Operations LOG311 Procurement Ethics and Corporate Social Responsibility LOG313 Supplier Relationship Management LOG315 Category Management and Supplier Evaluation LOG317 Procurement Strategy and Policy MINOR ELECTIVE (10 cu) ACC202 Financial and Managerial Accounting ANL201 Data Visualisation for Business ANL203 Analytics for Decision-Making ANL303 Fundamentals of Data Mining BUS356 Business Negotiation BUS362 IT-Enabled Business Transformation FIN306 Financial Markets LOG201 Supply Chain Management LOG203 Inventory Management LOG305 International Trade Law LOG323 Trade Finance MKT361 Business-to-Business Marketing Psychology MINOR CORE (10 cu) PSY107 Introduction to Psychology 1 PSY108 Introduction to Psychology 2 MINOR ELECTIVE (30 cu) PSY201 Organizational Psychology PSY205 Social Psychology PSY207 Developmental Psychology PSY253 Educational Psychology in Singapore PSY259 Personality and Individual Differences PSY265 Health Psychology PSY307 Personnel Assessment and Selection PSY352 Cultural Psychology PSY353 Positive Psychology PSY354 Counselling Psychology in Singapore PSY355 Psychology of Creativity PSY363 Psychology of Consumer Behaviour PSY367 Work Stress PSY371 Performance Psychology PSY372 Criminal Psychology PSY373 Psychology of Nonverbal Behaviours PSY375 Health and Well-being PSY377 Applied Psychology of User Experience PSY390 Research Methods Psychosocial Intervention MINOR ELECTIVE (40 cu) PSS311 Desistance from Crime PSS313 Restorative Justice Principles and Practices PSS351 Criminological Perspectives in Punishment PSY203 Abnormal Psychology PSY354 Counselling Psychology in Singapore PSY373 Psychology of Nonverbal Behaviours SWK354 Families and their Issues SWK363 Introduction to and Assessment Framework for Youth Issues SWK384 Rehabilitation and Criminal Justice Systems Public Sector Service Management MINOR CORE (40 cu) BUS354 Customer Relationship Management BUS366 Lean Six Sigma CET217 Human-Centred Design: Re-Imagined COM368 Strategic Communication MKT363 Services Marketing MKT390 Marketing Research POL103 Government and Politics of Singapore WSQ002 WSQ Advanced Certificate in Service Excellence Screen Production MINOR CORE (40 cu) MTD105 Digital Photography Technology MTD113 History of Media MTD301 Audio and Video Production Techniques MTD362 Television Studio Production MTD365 Virtual Reality Filmmaking MTD366 Online Channel Creation & Management MTD370 Creating Immersive VR Experiences Sociology MINOR ELECTIVE (40 cu) SOC203 Living Sociology SOC205 Singapore Society SOC207 Social Stratification SOC209 Gender Issues SOC261 Sociology of Family SOC263 Sociology of Education SOC265 Urban Sociology SOC355 Sociology of Law and Order SOC361 Medical Sociology SOC363 Social Gerontology SOC365 Popular Culture SOC367 Southeast Asian Societies Special Education MINOR CORE (10 cu) SPE101 Introduction to Special Educational Needs SPE103 Special Educational Needs in its Diversity MINOR ELECTIVE (30 cu) SPE105 Management of Behaviour in Special Education SPE107 Language and Communication Needs SPE201 Pedagogy and Intervention I: Teaching Individuals with Special Educational Needs SPE203 Pedagogy and Intervention II: Teaching to Meet Diverse Education Needs SPE205 Autism Spectrum Disorder (ASD) SPE207 Special Educational Needs: Sensory Impairment and Learning SPE209 Special Needs in the Early Years SPE303 Transition in Special Education SPE309 Mental Health Issues in Special Needs SPE311 Adolescents and Youth with Special Educational Needs SPE313 Transition into Adulthood and Employment SPE315 Supporting Special Needs in the Home Supply Chain Management MINOR CORE (30 cu) BUS107 Quantitative Methods LOG201 Supply Chain Management LOG203 Inventory Management LOG206 Transport Management and Technology LOG302 Supply Chain Information Management and Technology LOG304 Procurement and Supply Management in the Digital Era MINOR ELECTIVE (10 cu) ENG233 Internet of Things (IoT) ENG335 Machine Learning LOG208 Warehouse Management and Technology LOG305 International Trade Law LOG307 Optimisation and Simulation for Decision-Making LOG309 Industry 4.0 Logistics Applications LOG351 Lean Six Sigma for Supply Chains LOG353 Ocean Freight Management LOG355 Air Freight Management LOG356 Port Management and Technology LOG358 Airport and Airline Logistics LOG360 Solutions Design for Logistics and Supply Chain Management LOG361 Urban Logistics LOG363 Geospatial Analytics for Decision-Making LOG365 Digital Twin for Supply Chains LOG367 Logistics for Large-Scale Operations LOG369 Contract Management for Supply Chains Tamil Language MINOR CORE (25 cu) TLL103 History of Tamil Literature TLL109 Tamil Phonology TLL110 Tamil Morphophonemics TLL207 Tamil Morphology TLL208 Tamil Syntax MINOR ELECTIVE (15 cu) TLL105 Modern Tamil Poetry TLL106 Modern Tamil Prose TLL301 Theory of Translation TLL302 Practice of Translation TLL303 Theoretical Linguistics TLL304 Applied Linguistics Translation MINOR CORE (20 cu) CTI111 Contrastive Language Studies: English and Chinese CTI113 Translation and Socio-Cultural Differences CTI121 Fundamentals of Chinese-English Translation CTI122 Fundamentals of English-Chinese Translation MINOR ELECTIVE (20 cu) CTI204 Media/Multimedia Translation CTI205 Introduction to Interpretation CTI207 Consecutive Interpretation CTI209 Translation of Business and Trade Documents CTI212 Redefining Translation in the Digital Age CTI213 Translation of Legal Documents CTI303 Chinese-English Translation of Literary Works CTI304 English-Chinese Translation of Literary Works CTI305 Financial Translation CTI391 Advanced Topics in Translation Work Study GENERAL ELECTIVE (MINOR) (20 cu) GSP100 General Electives Workplace Safety and Health MINOR ELECTIVE (40 cu) HFS103 Psychology for Human Factors HFS105 Cognition and Information Processing HFS201 Workplace Evaluation and Design HFS203 Environmental Hazards and Toxicology HFS206 Occupational Biomechanics HFS301 Cognitive Systems Engineering HFS303 Safety, Risk and Resilience Engineering HFS307 Innovative Safety Coaching and Leadership HFS309 Universal Design HFS351 Safety Management and Audit HFS353 Incident and Accident Investigation HFS371 Risk Assessment and Management HFSY215 Behavioural Based Safety HFSY217 Emergency Preparedness and Response Planning HFSY355 Safety Standards, Legislations and Best Practices HFSY357 Environmental Management and Sustainable Development HFSY359 Fatigue Management SST102 Human Factors and Systems Design	40 cu

Graduates are trained in the application of a broad array of analytics techniques such as visualisation, data mining, text mining, statistics, forecasting and optimisation using analytics software so that they can apply them in a broad spectrum of organisations and sectors, including government, healthcare and medicine, community, business, social services – essentially any organisation with a lot of data that require analytical insights.