a) For the official module synopsis, please refer to Registar's Office Module Query page. It will list out the detailed module information including the description, prerequisites, preclusions.
b) For lecturer details, click on the hyperlinked names. It will link to their official biography pages.
c) Not all modules have examinations. (Examinations Timetable for Semester 2 are not confirmed. It will be subjected to change.)
d) Looking for a timetable planner? Try out NUSMODS, a student-run intiative from (mostly) School of Computing students.
A printer-friendly (without header and footer) of this page is available: Sem 1/2, Special Term.
| Module Code | Module Title | Semester I 2 Aug - 4 Dec 2021 |
Semester II 10 Jan - 7 May 2022 |
|---|---|---|---|
BT1101 |
Introduction to Business Analytics |
Sharon TAN Swee Lin | ZHAI Yingda |
BT2101 |
Econometrics Modeling for Business Analytics |
Varun KARAMSHETTY | UM Sungyong |
BT2102 |
Data Management and Visualisation |
Danny POO Chiang Choon | Grp L1: Fri 16:00-18:00 E-Learn_C |
BT2103 |
Optimization Methods in Business Analytics |
Rudy SETIONO | Rudy SETIONO |
BT2201 |
Business Concepts and Metrics for Analytics |
YANG Lu | YANG Lu |
BT3017 |
Feature Engineering for Machine Learning |
NG Teck Khim | |
BT3102 |
Computational Methods for Business Analytics |
Stanley KOK | Grp L1: Tue 14:00-16:00 E-Learn_C |
BT3103 |
Application Systems Development for Business Analytics |
Grp L1: Tue 15:00-18:00 E-Learn_C | Grp L1: Thu 09:00-12:00 E-Learn_C |
BT4012 |
Fraud Analytics |
ZHAO Rui | |
BT4013 |
Analytics for Capital Market Trading and Investment |
Stanley KOK | |
BT4014 |
Analytics Driven Design of Adaptive Systems |
QIAO Dandan | |
BT4015 |
Geospatial Analytics |
Praneeth Shalinda Adikari A. A. | |
BT4016 |
Risk Analytics for Financial Services |
HUANG Ke-Wei | |
BT4103 |
Business Analytics Capstone Project |
TEO Hock Hai | Praneeth Shalinda Adikari A. A. |
BT4211 |
Data-Driven Marketing |
GOH Khim Yong | |
BT4212 |
Search Engine Optimization and Analytics |
JIN Chen | |
BT4221 |
Big Data Techniques and Technologies |
UM Sungyong | |
BT4222 |
Mining Web Data for Business Insights |
QIAO Dandan | ZHAO Yiliang |
BT4240 |
Machine Learning for Predictive Data Analytics |
Rudy SETIONO | |
BT5110 |
Data Management and Warehousing |
Stephane BRESSAN | |
BT5126 |
Hands-on with Business Analytics |
HUANG Ke-Wei | |
BT5151 |
Advanced Analytics and Machine Learning |
Danny POO Chiang Choon | |
BT5153 |
Applied Machine Learning for Business Analytics |
ZHAO Rui | |
CG1111 |
Engineering Principles and Practice I |
||
CG1112 |
Engineering Principles and Practice II |
Colin TAN Keng Yan | |
CG2271 |
Real-Time Operating Systems |
Ravi SUPPIAH | Ravi SUPPIAH |
CG4002 |
Computer Engineering Capstone Project |
PEH Li Shiuan | PEH Li Shiuan |
CP2106 |
Independent Software Development Project (Orbital) |
ZHAO Jin | |
CP2201 |
Journey of the Innovator |
Francis YEOH | |
CP3201 |
Industry Seminar |
Anand Mohan RAMCHAND | Anand Mohan RAMCHAND |
CS1010 |
Programming Methodology |
OOI Wei Tsang | TAN Sun Teck |
CS1010E |
Programming Methodology |
KHOO Siau Cheng | ZHOU Lifeng |
CS1010J |
Programming Methodology |
ZHOU Lifeng | |
CS1010S |
Programming Methodology |
LEONG Wai Kay | Ashish Deepak DANDEKAR |
CS1010X |
Programming Methodology |
TAN Tiow Seng | |
CS1101S |
Programming Methodology |
Martin HENZ | LOW Kok Lim |
CS1231 |
Discrete Structures |
TAY Yong Chiang | Math Dept Lecturer |
CS1231S |
Discrete Structures |
Aaron TAN Tuck Choy | Aaron TAN Tuck Choy |
CS2030 |
Programming Methodology II |
Henry CHIA Wai Kit | Henry CHIA Wai Kit |
CS2030S |
Programming Methodology II |
Henry CHIA Wai Kit | OOI Wei Tsang |
CS2040 |
Data Structures and Algorithms |
TAN Sun Teck | CHONG Ket Fah |
CS2040C |
Data Structures and Algorithms |
Steven HALIM | Steven HALIM |
CS2040S |
Data Structures and Algorithms |
CHONG Ket Fah | Seth Lewis GILBERT |
CS2100 |
Computer Organisation |
Aaron TAN Tuck Choy | Aaron TAN Tuck Choy |
CS2101 |
Effective Communication for Computing Professionals |
Grp SC01: - E-Learn_A | Grp SC01: Mon 12:00-14:00 AS6-0208 |
CS2102 |
Database Systems |
PRABAWA Adi Yoga Sidi | CHAN Chee Yong |
CS2103 |
Software Engineering |
Damith Chatura RAJAPAKSE | Damith Chatura RAJAPAKSE |
CS2103T |
Software Engineering |
Damith Chatura RAJAPAKSE | Damith Chatura RAJAPAKSE |
CS2104 |
Programming Language Concepts |
CHIN Wei Ngan | |
CS2105 |
Introduction to Computer Networks |
ZHOU Lifeng | Roger ZIMMERMANN |
CS2106 |
Introduction to Operating Systems |
Cristina CARBUNARU | Djordje JEVDJIC |
CS2107 |
Introduction to Information Security |
Sufatrio | CHANG Ee Chien |
CS2108 |
Introduction to Media Computing |
NG Teck Khim | |
CS2113 |
Software Engineering & Object-Oriented Programming |
Akshay NARAYAN | Akshay NARAYAN |
CS2113T |
Software Engineering & Object-Oriented Programming |
Akshay NARAYAN | Akshay NARAYAN |
CS2220 |
Introduction to Computational Biology |
WONG Lim Soon | |
CS2309 |
CS Research Methodology |
OOI Beng Chin | |
CS3103 |
Computer Networks Practice |
CHAN Mun Choon | |
CS3203 |
Software Engineering Project |
ZHAO Jin | SOO Yuen Jien |
CS3210 |
Parallel Computing |
Cristina CARBUNARU | |
CS3211 |
Parallel and Concurrent Programming |
Cristina CARBUNARU | |
CS3216 |
Software Product Engineering for Digital Markets |
SOO Yuen Jien | |
CS3217 |
Software Engineering on Modern Application Platforms |
LEONG Wai Kay | |
CS3219 |
Software Engineering Principles and Patterns |
Bimlesh WADHWA | |
CS3223 |
Database Systems Implementation |
TAN Kian Lee | |
CS3230 |
Design and Analysis of Algorithms |
Arnab BHATTACHARYYA | Warut SUKSOMPONG |
CS3231 |
Theory of Computation |
Frank Christian STEPHAN | |
CS3233 |
Competitive Programming |
Steven HALIM | |
CS3234 |
Logic for Proofs and Programs |
Aquinas Adam HOBOR | |
CS3235 |
Computer Security |
Reza SHOKRI | Prateek SAXENA |
CS3236 |
Introduction to Information Theory |
Divesh AGGARWAL | |
CS3237 |
Introduction to Internet of Things |
Colin TAN Keng Yan | |
CS3240 |
Interaction Design |
ZHAO Shengdong | Bimlesh WADHWA |
CS3241 |
Computer Graphics |
LOW Kok Lim | |
CS3242 |
3D Modeling and Animation |
Alan CHENG Holun | |
CS3243 |
Introduction to Artificial Intelligence |
Kuldeep Singh MEEL | Daren LER Shan Wen |
CS3244 |
Machine Learning |
KAN Min Yen | LOW Kian Hsiang |
CS3245 |
Information Retrieval |
ZHAO Jin | |
CS3247 |
Game Development |
Anand BHOJAN | |
CS3281 |
Thematic Systems Project I |
Damith Chatura RAJAPAKSE | |
CS3282 |
Thematic Systems Project II |
Damith Chatura RAJAPAKSE | |
CS4211 |
Formal Methods for Software Engineering |
Abhik ROYCHOUDHURY | |
CS4212 |
Compiler Design |
WONG Weng Fai | |
CS4215 |
Programming Language Implementation |
Ilya SERGEY | |
CS4218 |
Software Testing |
Cristina CARBUNARU | |
CS4220 |
Knowledge Discovery Methods in Bioinformatics |
Niranjan NAGARAJAN | |
CS4221 |
Database Applications Design and Tuning |
Stephane BRESSAN | |
CS4222 |
Wireless Networking |
CHAN Mun Choon | |
CS4223 |
Multi-core Architectures |
Trevor Erik CARLSON | |
CS4224 |
Distributed Databases |
CHAN Chee Yong | |
CS4225 |
Big Data Systems for Data Science |
Bryan HOOI Kuen Yew | HE Bingsheng |
CS4226 |
Internet Architecture |
Richard MA Tianbai | |
CS4231 |
Parallel and Distributed Algorithms |
YU Haifeng | |
CS4234 |
Optimisation Algorithms |
Steven HALIM | |
CS4236 |
Cryptography Theory and Practice |
Hugh ANDERSON | |
CS4238 |
Computer Security Practice |
LIANG Zhenkai | Roland YAP Hock Chuan |
CS4239 |
Software Security |
Roland YAP Hock Chuan | |
CS4240 |
Interaction Design for Virtual and Augmented Reality |
Anand BHOJAN | |
CS4242 |
Social Media Computing |
CHUA Tat Seng | |
CS4243 |
Computer Vision and Pattern Recognition |
Angela YAO Yingjie | Xavier Roger Gilbert BRESSON |
CS4246 |
AI Planning and Decision Making |
LEONG Tze Yun | Akshay NARAYAN |
CS4247 |
Graphics Rendering Techniques |
LOW Kok Lim | |
CS4248 |
Natural Language Processing |
NG Hwee Tou | KAN Min Yen |
CS4249 |
Phenomena and Theories of Human-Computer Interaction |
Brian LIM Youliang | |
CS4261 |
Algorithmic Mechanism Design |
Warut SUKSOMPONG | |
CS4268 |
Quantum Computing |
Rahul JAIN | |
CS4277 |
3D Computer Vision |
LEE Gim Hee | |
CS4278 |
Intelligent Robots: Algorithms and Systems |
David HSU | |
CS4330 |
Combinatorial Methods in Bioinformatics |
Ken SUNG Wing Kin | |
CS4347 |
Sound and Music Computing |
WANG Ye | |
CS4350 |
Game Development Project |
Anand BHOJAN | |
CS5218 |
Principles and Practice of Program Analysis |
Joxan JAFFAR | |
CS5219 |
Automated Software Validation |
DONG Jin Song | |
CS5222 |
Advanced Computer Architecture |
Trevor Erik CARLSON | |
CS5223 |
Distributed Systems |
YU Haifeng | LI Jialin |
CS5224 |
Cloud Computing |
TEO Yong Meng | |
CS5228 |
Knowledge Discovery and Data Mining |
Christian Von Der WETH | Christian Von Der WETH |
CS5229 |
Advanced Computer Networks |
Ben LEONG Wing Lup | |
CS5230 |
Computational Complexity |
Sanjay JAIN | |
CS5231 |
Systems Security |
Prateek SAXENA | |
CS5232 |
Formal Specification and Design Techniques |
DONG Jin Song | |
CS5233 |
Simulation and Modelling Techniques |
Gary TAN Soon Huat | |
CS5234 |
Algorithms at Scale |
Seth Lewis GILBERT | |
CS5239 |
Computer System Performance Analysis |
TEO Yong Meng | |
CS5240 |
Theoretical Foundations in MultiMedia |
LEOW Wee Kheng | |
CS5242 |
Neural Networks and Deep Learning |
Xavier Roger Gilbert BRESSON | Angela YAO Yingjie |
CS5250 |
Advanced Operating Systems |
WONG Weng Fai | |
CS5260 |
Neural Networks and Deep Learning II |
YOU Yang | |
CS5321 |
Network Security |
Daisuke MASHIMA | |
CS5322 |
Database Security |
XIAO Xiaokui | |
CS5330 |
Randomized Algorithms |
CHANG Yi-Jun | |
CS5331 |
Web Security |
LIANG Zhenkai | |
CS5332 |
Biometric Authentication |
Terence SIM Mong Cheng | |
CS5339 |
Theory and Algorithms for Machine Learning |
Kenji KAWAGUCHI | |
CS5340 |
Uncertainty Modelling in AI |
LEE Gim Hee | Harold SOH Soon Hong |
CS5344 |
Big-Data Analytics Technology |
Anthony TUNG Kum Hoe | LEE Mong Li |
CS5346 |
Information Visualisation |
Bimlesh WADHWA | |
CS5421 |
Database Applications Design and Tuning |
Stephane BRESSAN | |
CS5422 |
Wireless Networking |
CHAN Mun Choon | |
CS5424 |
Distributed Databases |
CHAN Chee Yong | |
CS5425 |
Big Data Systems for Data Science |
Bryan HOOI Kuen Yew | HE Bingsheng |
CS5439 |
Software Security |
Roland YAP Hock Chuan | |
CS5446 |
AI Planning and Decision Making |
LEONG Tze Yun | Akshay NARAYAN |
CS5461 |
Algorithmic Mechanism Design |
Warut SUKSOMPONG | |
CS5477 |
3D Computer Vision |
LEE Gim Hee | |
CS5478 |
Intelligent Robots: Algorithms and Systems |
David HSU | |
CS5562 |
Trustworthy Machine Learning |
Reza SHOKRI | |
CS6203 |
Advanced Topics in Database Systems |
OOI Beng Chin | |
CS6206 |
Advanced Topics in Human-Computer Interaction |
ZHAO Shengdong | |
CS6207 |
Advanced Natural Language Processing |
NG Hwee Tou | |
CS6208 |
Advanced Topics in Artificial Intelligence |
LEONG Tze Yun | |
CS6215 |
Advanced Topics in Program Analysis |
Joxan JAFFAR | |
CS6216 |
Advanced Topics in Machine Learning |
Jonathan SCARLETT | |
CS6219 |
Advanced Topics in Computer Systems |
Djordje JEVDJIC | |
CS6220 |
Advanced Topics in Data Mining |
Wynne HSU | |
CS6230 |
Topics in Information Security |
Prashant Nalini VASUDEVAN | |
CS6234 |
Advanced Algorithms |
Diptarka CHAKRABORTY | |
CS6240 |
Multimedia Analysis |
CHUA Tat Seng | |
CS6281 |
Topics in Computer Science: Immersive Videos |
OOI Wei Tsang | |
GEI1000 |
Computational Thinking |
LEOW Wee Kheng | |
GET1031 |
Computational Thinking |
LEOW Wee Kheng | |
IFS4101 |
Legal Aspects of Information Security |
Welly TANTONO | |
IFS4102 |
Digital Forensics |
Sufatrio | |
IFS4103 |
Penetration Testing Practice |
Sufatrio | Anand BHOJAN |
IFS4205 |
Information Security Capstone Project. |
Hugh ANDERSON | |
IS1103 |
Ethics in Computing |
LU Weiquan | LU Weiquan |
IS2101 |
Business and Technical Communication |
Grp SG01: Mon 09:00-12:00 E-Learn_A | Grp SG01: Mon 09:00-12:00 AS6-0210 |
IS2102 |
Enterprise Systems Architecture and Design |
LEK Hsiang Hui | LEK Hsiang Hui |
IS2103 |
Enterprise Systems Server-side Design and Development |
TAN Wee Kek | Praneeth Shalinda Adikari A. A. |
IS3103 |
Information Systems Leadership and Communication |
OH Lih Bin | OH Lih Bin |
IS3106 |
Enterprise Systems Interface Design and Development |
LEK Hsiang Hui | TAN Wee Kek |
IS3107 |
Data Engineering |
External teaching staff | |
IS3150 |
Digital Media Marketing |
LAI Kok Fung | |
IS3221 |
ERP Systems with Analytics Solutions |
Kisenchand Nathumal RANAI | |
IS3240 |
Digital Platform Strategy and Architecture |
Anand Mohan RAMCHAND | |
IS3251 |
Principles of Technology Entrepreneurship |
Francis YEOH | |
IS4100 |
IT Project Management |
Sharon TAN Swee Lin | Kisenchand Nathumal RANAI |
IS4103 |
Information Systems Capstone Project |
TAN Wee Kek | LEK Hsiang Hui |
IS4151 |
Pervasive Technology Solutions and Development |
TAN Wee Kek | |
IS4152 |
Affective Computing |
Desmond ONG Chong Hui | |
IS4204 |
IT Governance |
Anand Mohan RAMCHAND | |
IS4228 |
Information Technologies in Financial Services |
LI Xiaofan | |
IS4231 |
Information Security Management |
YANG Lu | |
IS4233 |
Legal Aspects of Information Technology |
Benedict THE Shao Yann | |
IS4234 |
Compliance and Regulation Technology |
Atreyi KANKANHALLI | |
IS4241 |
Social Media Network Analysis |
HENG Cheng Suang | |
IS4242 |
Intelligent Systems and Techniques |
Vaibhav RAJAN | |
IS4243 |
Information Systems Consulting |
TEO Hock Hai | |
IS4250 |
IT-enabled Healthcare Solutioning |
LIM Shi Ying | |
IS4261 |
Designing IT-enabled Business Innovations |
LU Weiquan | |
IS4301 |
Agile IT with DevOps |
FOONG Sew Bun | |
IS4302 |
Blockchain and Distributed Ledger Technologies |
LI Xiaofan | |
IS4303 |
IT-mediated financial solutions and platforms |
JIN Chen | |
IS5002 |
Digital Transformation |
TAN Chuan Hoo | |
IS5003 |
Platform Design and Economy |
Varun KARAMSHETTY | |
IS5004 |
Enterprise Architecture |
KWONG Yuk Wah | |
IS5005 |
Digital Engagement |
HENG Cheng Suang | |
IS5006 |
Intelligent System Deployment |
Keith Barrett CARTER | |
IS5007 |
Strategising for Global IT-enabled Business Success |
TEO Tat Khai | |
IS5008 |
Technology Risk & Cyber Resilience |
Vincent LOY JITCHEN | |
IS5009 |
Topics in Financial Technology Solutions |
Keith Barrett CARTER | |
IS5116 |
Digital Entrepreneurship |
Francis YEOH | |
IS5117 |
Digital Government |
Alex SIOW Yuen Khong | |
IS5126 |
Hands-on with Applied Analytics |
ZHAI Yingda | |
IS5128 |
Digital Innovation |
OH Lih Bin | |
IS5151 |
Information Security Policy and Management |
Atreyi KANKANHALLI | |
IS5152 |
Data-Driven Decision Making |
Rudy SETIONO | |
IS5451 |
Pervasive Technology Solutions and Development |
TAN Wee Kek | |
IS5452 |
Affective Computing |
Desmond ONG Chong Hui | |
IS6000 |
Topics in Information Systems and Analytics Research |
LIM Shi Ying | |
IS6001 |
Qualitative Methods for IS Research |
LIM Shi Ying | |
IS6002 |
Quantitative Methods for IS Research |
TAN Chuan Hoo | |
IS6003 |
Contemporary Theories for IS Research |
HAHN Jungpil | |
IS6004 |
Econometrics for IS Research |
GOH Khim Yong | |
IS6101 |
Topics in Machine Learning and Optimization |
Vaibhav RAJAN | |
IT2002 |
Database Technology and Management |
Stephane BRESSAN | |
IT3010 |
Data Management for Business Analytics |
Anand Mohan RAMCHAND | Anand Mohan RAMCHAND |
IT3011 |
Introduction to Machine Learning and Applications |
Stefan WINKLER |
Last Modified on: 23 June 2021 12:0:13
The information on this page is refreshed at 12 noon and 11 PM daily. Module Coordinators, if your module need rescheduling, please contact
the Teaching Coordinator.