sce undergraduate brochure 2014

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School of Computer Engineering > Bachelor of Engineering (Computer Engineering) > Bachelor of Engineering (Computer Science) Pioneering Smarter Technology

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Page 1: SCE Undergraduate Brochure 2014

School of Computer Engineering> Bachelor of Engineering (Computer Engineering)> Bachelor of Engineering (Computer Science)

PioneeringSmarterTechnology

Page 2: SCE Undergraduate Brochure 2014

NTU is an internationally reputed research-intensive tertiary institution that provides a broad-based education covering science and technology, business and the arts, entrepreneurial and leadership skills to prepare students for the global working world.

Our graduates are found in widely diverse fields. The exciting professions include the following:

About the School of Computer

Engineering (SCE)

SCE’s undergraduate Class of 2012, 2011 & 2010 graduates have been ranked as the top earners in NTU for 3 years consecutively, based on Singapore’s Ministry of Education’s (MOE) Graduate Employment Survey* (GES).

Graduates of SCE and Nanyang Business School’s Double Degree in Business and Computing were ranked as NTU’s top earners in 2012, with a mean gross monthly salary of $3,651 per month. In 2012, SCE’s Computer Engineering graduates recorded the highest jump in overall employment rate to 97%, from 95.7% in 2011.

SCE programmes combine a distinctive blend of theory and practice with valuable hands-on-experience and project-based learning. Professional and communication skills are enhanced through carefully selected industrial internships, ensuring that our students are ready to meet life-long learning goals and rise up to the challenges of a global workforce. In addition, overseas exchanges under NTU’s Global Programmes with international prestigious universities are encouraged.

Career prospects for our graduates received a boost with the government’s Intelligent Nation Masterplan (iN2015). This initiative aims to harness the Infocomm industry in ways that will enhance and grow Singapore’s economy in new areas. With the government investing over several hundred million dollars in this industry, students can look forward to the surge in demand for quality infocomm graduates.

*The annual Graduate Employment Survey results are released by MOE to provide key employment indicators and data.

Game Development

Digital Media and Animation

Interactive Entertainment

Robotics Software Design

Data Mining and Database Management

Embedded Systems

Web Services IT Security Enterprise Network

Management

R&D Engineering IT Management Consultancy and Solutions

Engineering Sales and Marketing

Financial and Banking Services

Telecommunications Education and Training

Business Process Outsourcing

Management and more!

Page 3: SCE Undergraduate Brochure 2014

Curriculum Overview

The school believes that a practice oriented education will build successful careers in niche industries in the new knowledge economy

STRONG FOUNDATION IN DESIGN AND THEORYThe School of Computer Engineering offers two direct honours undergraduate programmes - Computer Engineering (CE) and Computer Science (CS). Students will be awarded the Bachelor of Engineering (BEng) degree upon completion of their four-year programme. Those who excel in their first year may be invited to join the Accelerated Bachelor’s Programme (ABP), completing the programme in three and a half years.

COMPUTER ENGINEERING (CE)This programme is a distinctive fusion of computer engineering and electronic engineering. Our computer engineering graduates are trained in software design, electronic engineering and hardware-software integration. This diverse curriculum offers a wide range of specialisations such as Digital Media, Embedded Systems, High Performance Computing, and Networking and Mobility.

COMPUTER SCIENCE (CS)This programme focuses on the theoretical foundations of information and computation, as well as practical techniques for their implementation and application in large scale software systems. The areas of specalisation include Digital Media, High Performance Computing, Information Systems, Intelligent Systems, and Networking and Mobility.

KEY DIFFERENCESThe first year courses are common for CE and CS and there are also some shared topics in the higher years such as Operating Systems, Software Engineering, Object Oriented Design and Programming. The differences between the courses can be seen in the emphasis placed at algorithmic and conceptual levels. The CE programme focuses on circuits and basic electronics, digital communications and the like, whereas the CS curriculum covers areas such as software design and construction.

The key difference between SCE’s Computer Science degree and a typical Computer Science degree is the focus on practice-oriented training with applications of computer science foundations. This is evident in the mandatory Industrial Orientation, Multidisciplinary Design Project, a capstone project in the final year, as well as several mini-projects throughout the course.

Students have the option to pursue general education courses as electives, as well as in-depth studies in their chosen field, benefitting from a well-rounded education. Integrating theory and training, our programmes are complemented by coursework including group and individual project work. Students may also opt to pursue a 20-week Industrial Attachment instead of the 10-week Industrial Orientation.

Page 4: SCE Undergraduate Brochure 2014

The School believes that a practice-oriented approach will build successful careers in niche industries in the new knowledge economy.

SCE offers the following Undergraduate Programmes (Honours based on merit):

Bachelor of Engineering Programmes Bachelor of Engineering (Computer Engineering) Bachelor of Engineering (Computer Science)

Double Major Programmes Bachelor of Engineering (Computer Engineering) with a Second Major in Business* Bachelor of Engineering (Computer Science) with a Second Major in Business*

* In collaboration with NTU’s Nanyang Business School

Double Degree in Business & Computer Engineering or Computer Science

Bachelor of Engineering (Computer Engineering or Computer Science) Bachelor of Business (Information Technology) –

Awarded by NTU’s Nanyang Business School

Double Degree in Economics & Computer Engineering or Computer Science

Bachelor of Engineering (Computer Engineering or Computer Science) Bachelor of Arts in Economics –

Awarded by NTU’s School of Humanities and Social Sciences

Integrated Bachelor of Engineering with Georgia Institute of Technology’s Master of Science

Bachelor of Engineering (Computer Engineering or Computer Science) Master of Science (Computer Science) –

Awarded by Georgia Institute of Technology, USA

Programmes at SCE

Page 5: SCE Undergraduate Brochure 2014

Double Majors, Double Degrees & Integrated Programmes

A Kaleidoscope of OpportunitiesWe offer a host of specialised programmes that combine various disciplines which complement one another significantly, equipping students with broad skillsets for life-long learning.

Nanyang Business School (NBS) and School Of Computer Engineering (SCE)Together with the NBS, SCE offers a 4-year Double Degree Programme, as well as a Double Major Programme.

Students will be trained in the fundamentals and the combined application of both fields – engineering and business. The double degree and double major programmes consist of a well-integrated and thorough curriculum merging business and computer engineering or computer science courses. You will be introduced to the basics and the combined application of each field, in key industries such as financial services, engineering, consultancies, manufacturing, telecommunications, tourism and retail.

School of Computer Engineering (SCE) and School of Humanities and Social Sciences (HSS)This 5-year programme combines the synergies of engineering and economics, with a strong emphasis on the fundamentals of both disciplines. Embodying the nimbleness of mind of an economist and the structured logic of engineering, graduates of this programme will be able to work in both the engineering, as well as the financial and business services industries.

NTU-Georgia Tech Integrated Programme in Computer Engineering or Computer ScienceSupported by the Infocomm Development Authority of Singapore (IDA), Nanyang Technological University (NTU) and the Georgia Institute of Technology (Georgia Tech) have collaborated on an integrated Bachelor of Engineering (Computer Engineering or Computer Science) and Master of Science (Computer Science) programme. Students will spend the first three years in SCE, building a strong foundation in computing and the final one to one-and-a-half years at Georgia Tech’s College of Computing, reading graduate-level subjects and conducting in-depth study of their chosen specialisations.

Read more about our programmes, http://bit.ly/1jaFuss.

Page 6: SCE Undergraduate Brochure 2014

Computer Science

Curriculum Structure

YEAR

1YEAR

2

SEM

ESTE

R 1

Engineering MathematicsIntroduction to Computing SystemsIntroduction to Computational ThinkingGreat Ideas in ComputingDigital LogicEffective CommunicationEnglish Proficiency

SEM

ESTE

R 2

YEAR

3YEAR

4

SEM

ESTE

R 1

SEM

ESTE

R 2

Discrete MathematicsIntroduction to Computing SystemsIntroduction to Computational ThinkingGreat Ideas in ComputingDigital LogicEffective CommunicationEnglish Proficiency

Computer Organisation & ArchitectureData StructuresEngineering MathematicsEngineers & SocietyScience & Technology*

Computer Organisation & ArchitectureData StructuresDiscrete MathematicsEngineers & SocietyScience & Technology*

SEM

ESTE

R 1

AlgorithmsObject Oriented Design & ProgrammingDigital Systems DesignCircuits & Signal AnalysisGreen ComputingLiberal Studies*

AlgorithmsObject Oriented Design & ProgrammingComputer Graphics & VisualisationHuman Computer InteractionGreen ComputingLiberal Studies*SE

MES

TER

1

SEM

ESTE

R 2

SEM

ESTE

R 2

Operating SystemsSoftware EngineeringMicroprocessor-based Systems DesignTechnical CommunicationGER Elective*Unrestricted Elective*

Operating SystemsSoftware EngineeringIntroduction to DatabasesTechnical CommunicationGER Elective*Unrestricted Elective*

SEM

ESTE

R 1

Computer Engineering

Advanced Computer ArchitectureSensors, Interfacing & ControlMicrocontroller ProgrammingTechnical Elective 1 (CZ200x or CZ300x)*Humanities & Social Sciences*HRM & Entrepreneurship SE

MES

TER

2

SEM

ESTE

R 1

SEM

ESTE

R 2

Multidisciplinary Design ProjectComputer NetworksDigital CommunicationsDigital Signal ProcessingUnrestricted Elective*Unrestricted Elective*Industrial Orientation (Special Semester)

Advanced Computer ArchitectureAdvanced Software EngineeringSoftware Systems Analysis & DesignTechnical Elective 1 (CE200x or CE300x)*Humanities & Social Sciences*HRM & Entrepreneurship

Multidisciplinary Design ProjectArtificial IntelligenceNet Centric ComputingCompiler TechniquesUnrestricted Elective*Unrestricted Elective*Industrial Orientation (Special Semester)

SEM

ESTE

R 1

Final Year ProjectTechnical Elective 2*Technical Elective 3**Technical Elective 4 Professional Communication

* Exempted AUs for Polytechnic students with relevant diplomas** Example of additional exemptions on a case-by-case basis

+ An additional 10 hours per semester have been allocated for these non-lab based courses for Example Classes. Faculty can use these time slots for their pedagogical needs such as to reinforce concepts, provide additional coaching, give more worked examples, allow students to do practice exercises or do research or work on the computers etc.

YEAR 4 SPECIALISATIONS YEAR 4 SPECIALISATIONS

Digital Media (Digital Video, Augmented Reality, Computer Graphics, Computer Games, Animation, Digital Art, etc.)

High Performance Computing (Distributed Computing, Grid & Cloud Computing, Parallel Computing, etc.)

Networking and Mobility (Computer Networks, Communications, Security, Mobile Devices, etc.)

Digital Media

High Performance Computing

Information Systems (Data Warehouses, Enterprise Systems, Office Automation, Expert Systems, Data Mining, Data Analytics, etc.)

Intelligent Systems (Cognitive & Neuro Systems, Decision Support Systems, Fuzzy Systems, Intelligent Systems & Devices, Machine Learning, Nature Inspired Systems, etc.)

Networking and Mobility

SEM

ESTE

R 2

Final Year ProjectTechnical Elective 5Technical Elective 6Unrestricted ElectiveUnrestricted Elective

SEM

ESTE

R 1

Final Year ProjectTechnical Elective 2*Technical Elective 3**Technical Elective 4Professional Communication

SEM

ESTE

R 2

Final Year ProjectTechnical Elective 5Technical Elective 6Unrestricted ElectiveUnrestricted Elective

Embedded Systems ((Mobile Phones, PDAs, Mp3 Players, Digital Cameras, DVD Players, Video Game Consoles, GPS Receivers, Medical Imaging, Avionics, Robots, Automobiles, etc.)

The University reserves the rights to update its curricula from time to time.

Page 7: SCE Undergraduate Brochure 2014

Research Programmes The school thrives on research, and has state-of-the-art research centres and laboratories, fully equipped with the latest technologies that transform innovative ideas into inspirational projects.

Undergraduate Research Experience on Campus (URECA)The Undergraduate Research Experience on Campus (URECA) is a university-wide programme initiated to stimulate a culture of research for undergraduates. Under the URECA programme, outstanding second and third year undergraduates are invited to undertake multidisciplinary research from over 800 research projects ranging from engineering, biosciences, communications, business management, accountancy or humanities.

http://bit.ly/1cLGYE6

Research Centres & Laboratories SCE works with numerous industry partners to resolve real-world issues through innovative research. Some of SCE’s partners include Microsoft Research Asia, Rolls-Royce Plc, Anime International Company, A*STAR (SERC), Infocomm Development Authority of Singapore (IDA) and more.

Read more about SCE’s Research, http://bit.ly/JxG6ZG.

Industry Ready Graduates

A strong foundation in the disciplines of computer engineering and computer science means that graduates of SCE are able to use their skills to continually make breakthroughs that enable people to communicate more seamlessly, manage their environments more effectively, and lead more comfortable lives than ever before.

No matter which industry they are in, graduates of SCE are able to provide innovative solutions.

SCE graduates are working in companies such as: Accenture Pte Ltd Agilent Technologies Singapore Pte Ltd Bank of America Borland Singapore Centre for Strategic Infocomm Technologies A*STAR Science and Engineering Research Council Creative Technology Credit Suisse Crimson Logic Pte Ltd DBS Bank Ltd Defence Science and Technology Agency DSO National Laboratories ESPN Star Sports ExxonMobil Asia Pacific Pte Ltd Facebook Google Inc. Hewlett-Packard Singapore (Pte) Ltd IBM Singapore Pte Ltd Infocomm Development Authority of Singapore Koei Entertainment Singapore Pte Ltd Lucasfilm Singapore Motorola Electronics Pte Ltd Microsoft Corporation NexLabs Pte Ltd NOKIA Pte Ltd PayPal International PSA Corporation Ltd PricewaterhouseCoopers SAP Asia Pte Ltd Samsung Asia Pte Ltd Singapore Airlines SingTel Ltd Singapore Technologies group of companies Standard Chartered Bank Ubisoft Singapore Studio United Overseas Bank Limited Co. Yokogawa Singapore

Career Prospects

Page 8: SCE Undergraduate Brochure 2014

At SCE, we nurture, empower and equip students with the knowledge and experience they need to take on the world. This means offering myriad programmes for a well-rounded education.

Special Programmes

Enhanced Learning in Infocomm Technology (ELITe) ProgrammeIn collaboration with the Infocomm Development Authority (IDA), SCE now offers the Enhanced Learning in Infocomm Technology (ELITe) programme to its students. Supported by IDA and its many partners, this multi-faceted programme aims to give undergraduates the opportunity to sharpen their skills through a variety of activities that seek to complement a classroom-based learning experience.

http://bit.ly/1c6vzjM

Exciting NTU ProgrammesNTU offers an array of Global Programmes for both incoming international exchange students as well as outgoing students. These programmes provide an opportunity for students to develop global perspectives and connect with people of diverse cultures, broadening their learning experience.

To complement our diverse student population, NTU offers comprehensive global education opportunities with other top-notch universities, including MIT, Stanford, Waseda, Tokyo University, Beida, Fudan, Indian Institutes of Technology and Cornell.

http://bit.ly/1kOc7b6

NTU Work and Study Designed to enhance the learning experience at NTU, the programme provides students the experience of studying and working abroad. Students can enhance their resume with the opportunity to intern at multinational companies, leading companies and start-up ventures in well-known high technology parks. In addition, students can build a global network by spending a semester abroad.

http://bit.ly/1dFpiIT

America

Europe

AsiaIndia

Singapore

Indonesia

Vietnam

China

DenmarkUnited Kingdom

FranceGermany

SwitzerlandUnited States of America

Page 9: SCE Undergraduate Brochure 2014

Accreditation and Scholarship SCE’s Computer Engineering and Computer Science programmes are accredited by the Engineering Accreditation Board, through the Institute of Engineers, Singapore (IES).

IES is the Singapore signatory to the Washington Accord, an international agreement which provides a mechanism for mutual recognition of the substantial equivalence of engineering academic programmes in satisfying the academic requirements for the practice of engineering at the professional level. The Washington Accord is an agreement between the bodies responsible for accrediting professional engineering degree programmes in each of the signatory countries. It recognises the substantial equivalency of programmes accredited by those bodies and recommends that graduates of accredited programmes in any of the signatory countries be recognised by the other countries as having met the academic requirements for entry to the practice of engineering. The Washington Accord was signed in 1989.

IDA’s National Infocomm ScholarshipStudents admitted into the School of SCE are eligible to apply for IDA’s National Infocomm Scholarship. The National Infocomm Scholarship is sponsored by Infocomm companies such as IBM, Microsoft, Intel, Oracle, DBS, SingTel and StarHub. Students can look forward to internships with their sponsoring companies and the opportunities to work in the companies when they graduate.

http://bit.ly/1cLHhii

Minimum RequirementsGCE ‘A’ Level

Pass in H2 Level Mathematics, and Pass in H2 Level Biology/Chemistry/Computing/Physics, and Pass in H1 Level/‘O’ Level Physics1 or equivalent.

International Baccalaureate Pass in HL Mathematics, and Pass in HL Biology/Chemistry/Computer Science/Physics, and Pass in SL Physics2 or equivalent.

NUS High School Diploma Major CAP of 2.0 in Mathematics, and Major CAP of 2.0 in Biology/Chemistry/Physics, and Overall CAP of 2.0 in Physics3 or equivalent.

International & Other Qualifications Pass in Senior High School Level Mathematics, and Pass in Senior High School Level Biology/Chemistry/Physics, and Pass in Junior High School Level Physics4.

Notes1Pass in H1 Level / ‘O’ Level Physics is only applicable to applicants who have not read H2 Level Physics. 2Pass in SL Physics is only applicable to applicants who have not read HL Physics. 3Overall CAP of 2.0 in Physics is only applicable to applicants who have not majored in Physics. 4Pass in Junior High School Level Physics is only applicable to applicants who have not read Senior High School Level Physics.

Diploma HoldersApplicants should have a relevant diploma from one of the local polytechnics and those with a Certificate of Merit, Diploma with Merit or Diploma with Distinction may apply for any programme in NTU.

For more information on admissible local diplomas and exempted courses, please visit, http://bit.ly/18Qado6.

Admissions Details http://bit.ly/1dh1xXd

Page 10: SCE Undergraduate Brochure 2014

Our Alma Mater

The School has been very supportive of

students’ research. We were always given a lot of leeway to experiment and discuss our ideas. That helped a lot when I went into Google as I was very comfortable sharing my ideas with my colleagues and we had no qualms about trying out new things, just like in school.

Tan Chade-MengGoogle’s Jolly Good Fellow (Which Nobody can Deny)1st Singaporean employed by Google Headquarters, Silicon Valley, USAGoogle Pioneer, Award-winning Engineer, a New York Times Bestselling Author & Philanthropist. Read more about Chade Meng, http://bit.ly/1cEcDUGClass of 1995

If you are looking for one place that gives you practicality, knowledge and opportunities, it wil be

SCE. It is one of the places that you can steer yourself to achieve the greater within. SCE has provided the environment necessary for a well-rounded study. I made new friends with my professors, teammates and friends from all around the world!

Adrian Liew Chong Boon2010 Valedictorian, Winner of Defence Science & Technology Agency Gold Medal, Lee Kuan Yew Gold Medal andKoh Boon Hwee Scholars AwardClass of 2010

I would say that part of my achievements can be attributed to the engineering training

that I have received from SCE, NTU. The logical thinking and reasoning is important in my working life, which I always questioned myself in whatever I do, if this was the best way to implement or is there a better or more efficient way of achieving the desired results.

Marcus Cheng Founder & Director of ACCLIVIS TechnologiesMillionaire at 32Read more about Marcus, http://bit.ly/18CdolpClass of 2005

I can boldly say that I would not have received this prestigious accolade if it wasn’t for the support from my lecturers, who have been most

helpful and put in the extra mile. They guided my learning process and constantly ensured that I was discovering new sources to gather the information I needed. Choosing Engineering was an obvious choice as I was always interested in knowing how things work, but realising the rising global impact of the infocomm industry, I chose to join SCE to be part of this dynamic field.

Hilda Li Fang Ng Google Anita Borg Scholarship Recipient 2012Class of 2012

The pursuit of knowledge at NTU SCE has broadened my horizon. It has

enriched me personally and professionally. The encouragement and mentorship of SCE professors have paved the way for pursuing my dreams. With the opportunities presented by the dynamic and vibrant university life, winning the prestigious I.T. Youth Leader Award is a culmination of the above factors along with my zealous and passionate pursuit of IT as an innovation enabler for transforming human lives such as through community service. At NTU, I have not only achieved a degree, I have earned a lifetime worth of education.

Pan ZhengxiangSCS Youth IT Leader Award Winner 2010, Youngest Elected Cohort Leader at National Community Leadership Institute (NACLI) Leadership Community in Programme (LCP) 2013Class of 2014

Page 11: SCE Undergraduate Brochure 2014

School of Computer Engineering

Nanyang Technological University Block N4, Nanyang Avenue Singapore 639798

Tel: (65) 6790 5786 Fax: (65) 6792 6559

www.sce.ntu.edu.sg

Reg. No. 200604393RInformation is correct at time of printing.12/13