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Course Overview

Artificial Intelligence (AI) is one of the fastest growing areas in the world today. This is because businesses are rushing to leverage AI to do things differently, faster, and more efficiently. Because of AI, we are seeing a rise in the use of autonomous vehicles. Because of AI, we are able to develop healthcare solutions that help frontliners in the fight against COVID-19.  In this course you will learn to develop chatbots, leverage on natural language processing technologies to translate information from one language to another, undertake object recognition projects that enable you to identify objects such as car plate numbers, and learn to use machine learning and deep learning algorithms to develop creative new solutions for businesses and industry.

Entry Requirements

The minimum entry requirements for the course are as follows:

Subject
Grade

English Language (EL1)*

1-7

Mathematics (E or A)

1-6

Any two other subjects, excluding CCA

1-6

To be eligible for selection, applicants must also have sat for one of the following subjects listed under ELR2B2-C:

Additional Combined Science, Additional Science, Biology, Biotechnology, Chemistry, Combined Science, Computing/Computer Studies, Creative 3-D Animation, Design & Technology, Food & Nutrition, Electronics/Fundamentals of Electronics, General Science, Human & Social Biology, Integrated Science, Physics/Engineering Science, Science (Chemistry, Biology), Science (Physics, Biology), Science (Physics, Chemistry)/ Physical Science, Science (Physics, Chemistry, Biology).

* Sijil Pelajaran Malaysia (SPM)/ Unified Examination Chinese (UEC) holders must have a minimum of grade 6 for the relevant English Language subject (e.g. Bahasa Inggeris).

Early Admissions Exercise (EAE)
Joint Admissions Exercise (JAE)
Direct Admission Exercise (DAE)

What You'll Learn

Subject Code Subject Credit Units
LEA1011 Leadership: Essential Attributes & Practice 1

LEAP 1, 2 and 3 are three fundamental subjects that seek to cultivate in you, the attitude, skills and knowledge for the development of your leadership competencies. This character-based leadership programme enables you to develop your life-skills through establishing personal core values, which will become the foundation for your leadership credibility and influence.

1
MCR1001 Career Readiness 1

This Career Readiness programme comprises three core subjects - Personal Management, Career Preparation and Career Management. It seeks to help you understand your career interests, values, personality and skills for career success. It also equips you with the necessary skills for seeking and securing jobs, and to develop professional work ethics.

1
CCS1006 Communication & Information Literacy

In this subject, you will learn how to conduct research for relevant information and validate information sources.. You will also learn to recognise and avoid plagiarism, and follow standard citation and referencing guidelines when presenting information. In the course of learning, you will be required to plan, prepare and present information appropriately in written and oral form. You will also be taught to consider the Message, Audience, Purpose and Strategy (MAPS) when writing and delivering oral presentations.

2
LSW1002 Sports & Wellness

This subject will help you develop both the physical and technical skills in your chosen sports or fitness activities. Through a structured curriculum that facilitates group participation, practice sessions and mini competitions, you will learn to build lifelong skills such as resilience, leadership, communication and teamwork. Physical activity sessions will be supplemented by health-related topics to provide you with a holistic approach to healthy living.

2
CCS1008 Persuasive Communication

In this subject, you will be taught how to use persuasive language in written documents. You will be required to use information to your advantage to verbally communicate and convince an audience about your idea, product or service. Skills such as persuasive vocabulary, language features, graphical illustrations, tone and style would also be covered. The Message, Audience, Purpose and Strategy (MAPS) will also be applied when engaging in verbal and written communication.

2
GCC1001 Current Issues & Critical Thinking

This subject presents you with a panoramic view of current local and global issues, which may have long term implications for Singapore. You will learn to apply critical thinking tools to examine current issues, support your views with relevant research and up-to-date data, articulate an informed opinion and mature as civic-minded individuals.

2
CGS1002 Global Studies

This subject provides essential skills and knowledge to prepare you for an overseas experience. You will examine the elements of culture and learn the key principles of cross-cultural communication. In addition, you will gain an appreciation and awareness of the political, economic, technological and social landscape to function effectively in a global environment.

3

Subject Code Subject Credit Units
CIA1C07 Logic and Mathematics

This subject covers logic, sets, functions, recursion and graphs. It covers mathematical processes for developing algorithms in computing and other real-life applications. Topics covered include the fundamental mathematical concepts needed for computing.

3
CIT1C19 User Experience and Interface Design

This subject introduces the concept of Human-Centered Design, and its practice to create useful digital products and interfaces that offer an enriching user experience (UX). The topics covered include deisgning interfaces, need findings, sketching and prototyping for interactive experiences, and usability testing.

3
CIT1C18 Computational Thinking

This subject introduces students to the fundamentals of computational thinking and their application in developing programming solutions for problems. Topics covered include programming concepts, simple data structures and programming techniques.

4
CIT1C20 Coding and Development Project

This subject introduces students to coding principles and practices using an object-oriented approach. The subject also introduces the development of an IT application using the latest technologies. Topics covered include object and classes, composition, simple data structures, application architecture, design and development.

4
CIA1C11 Data Visualisation and Analytics

This subject covers the data analytics lifecycle, including gathering, cleaning, processing and visualising of data. Exploratory data analysis methods, descriptive and predictive analytics and the presentation of insights will also be covered.

4
CIA1C06 Database Application Development

This subject introduces the fundamental concepts of relational database systems, the design methods specific to relational database, database manipulation using a database query language, and the techniques of implementing relational databases. It will also cover implementation of simple applications to access relational database.

4
CIT1C14 Data Structures and Algorithms

This subject introduces students to the fundamentals of recursion and data structures in solving problems using a programming language. Topics covered include stacks, queues, linked lists and trees. Searching techniques and sorting algorithms will also be covered.

4
CCF1C02 IT Systems Security Essentials

This subject introduces students to the key principles of information security namely confidentiality, integrity and availability and their application in various real world scenarios. Topics covered include IT law, international standards, security policies, procedures, processes to protect IT systems against cyber-attacks and information breaches and the architecture and organisation of the digital components of a computer system.

4
CMC1C08 Network Technology

This subject covers the theoretical and practical aspects of networking and its related technologies. Topics covered include network protocols and communications, Ethernet networks, TCP/IP networking model, IP addressing, virtual local area networks (VLANs), routing and switching concepts and static and dynamic routing.

4

Subject Code Subject Credit Units
MCR1002 Career Readiness 2

This Career Readiness programme comprises three core subjects – Personal Management, Career Preparation and Career Management. It seeks to help you understand your career interests, values, personality and skills for career success. It also equips you with the necessary skills for seeking and securing jobs, and to develop professional work ethics.

1
LEA1012 Leadership: Essential Attributes & Practice 2

LEAP 1, 2 and 3 are three fundamental subjects that seek to cultivate in you, the attitude, skills and knowledge for the development of your leadership competencies. This character-based leadership programme enables you to develop your life-skills through establishing personal core values, which will become the foundation for your leadership credibility and influence.

1
LEA1013 Leadership: Essential Attributes & Practice 3

LEAP 1, 2 and 3 are three fundamental subjects that seek to cultivate in you, the attitude, skills and knowledge for the development of your leadership competencies. This character-based leadership programme enables you to develop your life-skills through establishing personal core values, which will become the foundation for your leadership credibility and influence.

1
CCS1007 Workplace Communication

In this subject, you will be taught how to conduct effective meetings while applying team communication strategies and the skills for documenting meeting notes. You will be required to write clear emails, using the appropriate format, language, tone and style for an audience. You will also be taught to communicate appropriately in and for an organisation while using various platforms. In all aspects, the principles of applying Message, Audience, Purpose and Strategy (MAPS) will be covered.

2
CGS1003 Managing Diversity at Work*

This subject explores the concepts of identity, diversity and inclusion at the workplace. It examines the relationship between identity and diversity, the benefits and challenges of diversity and the strategies that promote inclusion and inspire collaboration in a diverse workplace. Examples of the elements of diversity covered in this subject include nationality, generation, ethnicity and gender. A one week residential stay is mandatory for this subject.

3
CGS1004 Global Citizenship & Community Development*

Students will examine the meaning and responsibilities of being a Global Citizen, in order to contribute towards a more equitable and sustainable world. In addition, students will learn how sustainable solutions can support community development, and, execute and critique a community action plan that addresses the needs of a specific community/cause.

3
CGS1005 Expressions of Culture*

This subject provides a platform for an understanding of culture and heritage through modes of expression. Students will be introduced to global and local cultures via everyday objects, places and human behaviour seen through time and space. Students will explore issues and challenges in culture and heritage sustainabiltiy in community, national and global contexts.

3
TGL1001 Guided Learning

The subject introduces students to the concepts and process of self-directed learning in a chosen area of inquiry. The process focusses on four stages: planning, performing, monitoring and reflecting. Students get to plan their individual learning project, refine and execute the learning plan, as well as monitor and reflect on their learning progress and project. The learning will be captured and showcased through a curated portfolio. The self-directed learning project will broaden and/or deepen a student’s knowledge and skills.

3

* Students must choose to take either one of these subjects or TGL1001 Guided Learning 

Subject Code Subject Credit Units
CAI2C01 Robotic Process Automation

This subject introduces students to the techniques of using an automation tool to automate tasks within a business process. It touches on the various use cases of robotic process automation (RPA) and provides a platform for students to creatively apply the concepts to different scenarios. It also discusses the challenges and limitations of RPA such as integration with unsupported third-party tools, security and governance, etc.

4
CMC2C16 IoT Application Development

This subject covers the concepts of Distributed System Architecture like Service-Oriented Architecture, Representational State Transfer (REST) and Web Services, identification of technology and design principles for connected devices as well as prototyping techniques for developing web services.

4
CIA2C14 Data Science Essentials

This subject equips students with knowledge and skills in the emerging field of data science. It covers the data science life-cycle, history and context, as well as its landscape. Topics covered include data exploration and analysis techniques to discover new knowledge from data to aid data-driven decisions in an intelligent and informed way.

4
CAI2C02 AI and Ethics

This subject provides students with insights on the usage and implications of AI in daily life. It touches on the risks of applying AI without a certain set of moral and ethical principles, and discusses issues brought about by machine learning, such as the four types of bias: sample bias, prejudice bias, measurement bias, and algorithm bias.

4
CAI2C03 Deep Learning and Object Recognition

This subject introduces students to the fundamental principles of deep learning and how it is applied to a collection of computer vision tasks to implement object recognition. It covers the concepts and architecture of convolutional neural networks such as the various layers within, and the hyperparameters involved, using available tools and libraries.

4
CAI2C04 Cloud Technologies

This subject equips students with the skillsets for developing and deploying machine learning applications to a cloud platform maintained by cloud computing providers such as Amazon, Google, etc. It covers the storage of data and the use of application programme interfaces (APIs) and tools provided by the cloud platform.

4
CAI2C05 Natural Language Processing

This subject introduces students to the concepts and application of natural language processing (NLP). It covers the standard NLP workflow through various aspects such as text scraping, text wrangling and pre-processing, etc. using available libraries. It also explores the application of NLP to chatbot development using available tools and libraries.

4
CIT3C15 Machine Learning for Developers

This subject introduces the fundamentals of machine learning principles and practices. It covers the concepts of supervised and unsupervised learning, and how the training model can be deployed in an application.

4

Subject Code Subject Credit Units
MCR1003 Career Readiness 3

This Career Readiness programme comprises three core subjects – Personal Management, Career Preparation and Career Management. It seeks to help you understand your career interests, values, personality and skills for career success. It also equips you with the necessary skills for seeking and securing jobs, and to develop professional work ethics.

1
CSI3004 Student Internship Programme

This subject has a structured programme that will help to develop important workplace skills for application in a real work environment. The subject will cover a pre-internship training programme and a mentorship programme with the industry. The subject will also cover the roles and functions of an IT professional in an industry and ability to contribute effectively with a high level of professionalism in the workplace.

16

Subject Code Subject Credit Units
CAI2C06 AI for Advanced Manufacturing

This subject provides students with the knowledge and skills to explore and apply AI to various challenges in advanced manufacturing such as monitoring of equipment failures, inventory management, quality improvement, etc.

4
CAI2C07 AI for Cybersecurity

This subject provides students with the knowledge and skills to explore and apply AI to various challenges in cybersecurity such as fraud detection, malware detection, intrusion detection, user/machine behavioral analysis, etc.

4
CMP3101 Major Project

This subject involves the integration of knowledge and skills acquired from the various subjects in the course. It helps students develop a practical understanding of the products, methodlogies, processes, systems, project management and presentation skills needed for AI related application projects. Students will develop, present and demonstrate solutions to a problem.

10

Graduation Requirement
Cumulative Grade Point Average
min 1.0
TP Fundamental Subjects
40 credit units
Diploma Subjects - Core Subjects
84 credit units
Total Credit Units Completed
min 124 credit units

Course Fees

PET Course Fee

Main

The table below shows the total subsidised fees (inclusive of GST) payable. 

ADMITTED IN SINGAPOREANS
(Age below 40 in the year 2020) 
SINGAPORE PERMANENT RESIDENTS INTERNATIONAL STUDENTS
2020 S$2,985.90 S$6,115.90 S$10,949.10
2019 S$2,975.40 S$5,905.40 S$10,538.60

 

WHEN DO I PAY?

There are 2 semesters in each Academic YEAR (AY). The billing periods for AY 2020/2021 are:
Semester 1:  20 April 2020 – 18 October 2020 
Semester 2:  19 October 2020 – 18 April 2021

Fees are billed and payable by semester. They are usually payable in June for Semester 1 and December for Semester 2.

MORE DETAILS ON FEES AND FINANCE

View course fees for other intakes, subsidies, grants, bursary and awards at the Fees & Financial matters section. 

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