Bachelor of Science (Honours) Scheme in Data Science and Artificial Intelligence (JUPAS Code: JS3223)

BSc (Hons) Scheme in Data Science and Artificial Intelligence

Subject

Credits

General University Requirements (GUR)

(27 credits)

APSS1L01 Tomorrow’s Leaders

3

DSAI1202 Introduction to Artificial Intelligence and Data Analytics

2

MM1031 Introduction to Innovation and Entrepreneurship

1

CAR-A Subject

3

CAR-M Subject

3

CAR-N Subject [recommend AF1605]

3

Service Learning Subject

3

LCR Electives

6

AI-as-Tool for Language Learning (AITLL)

3

Healthy Lifestyle

0

Common Compulsory

Subjects

(35 credits)

CMS1000 Computer and Mathematical Sciences Professionals in Society

1

AMA1702 Calculus

3

AMA1751 Linear Algebra

3

COMP1010 Computational Thinking and Problem Solving

3

COMP1011 Programming Fundamentals

3

DSAI1103 Principles of Data Science

3

DSAI2201 Data Structures and Algorithms

3

DSAI2202 Database Principles

3

DSAI3911 Professionalism and Ethics in Data Science and AI

2

DSAI4205 Big Data Analytics

3

DSAI4901 Capstone Project (6-credit two-semester subject)

6

ELC3124 Professional English for Data Science and Analytics Students

2

Major Compulsory

Subjects

(33-39 credits)

Artificial Intelligence

(AI)*

Artificial Intelligence with Financial Technology (AIFT)

BSc in Data Science and Analytics (DSA)

Subject

Credits

Subject

Credits

Subject

Credits

AMA2233 Data Analytics and Visualization

3

AF1605 Introduction to Economics^{# ^}

3

AMA2233 Data Analytics and Visualization

3

AMA2702 Multivariable Calculus

3

AF2108 Financial Accounting or

AF2111 Accounting for Decision Making

3

DSAI4207 Introduction to Large Language Models

3

COMP2021 Object-oriented Programming

3

AF3313 Business Finance

3

AMA2702 Multivariable Calculus

3

COMP2322 Computer Networking

3

AMA2233 Data Analytics and Visualization

3

DSAI3102 Multivariate Statistical Analysis

3

COMP3211 Software Engineering

3

COMP2021 Object-oriented Programming

3

AMA3640 Statistical Inference

3

DSAI3201 Introduction to Natural Language Processing

3

COMP2322 Computer Networking

3

AMA3724 Further Mathematical Methods

3

DSAI4203 Machine Learning

3

COMP3211 Software Engineering

3

AMA3820 Operations Research Methods

3

DSAI4204 Data Mining and Data Warehousing

3

COMP3334 Computer Systems Security

3

DSAI4203 Machine Learning

3

DSAI4207 Introduction to Large Language Models

3

DSAI3201 Introduction to Natural Language Processing

3

DSAI3101 Bayesian Methods for Data Science

3

DSAI4208 Introduction to Machine Vision and Intelligence

3

DSAI4201 Data Protection and Security

3

AMA4850 Optimization Methods

3

DSAI4209 Introduction Generative AI and Foundation Models

3

DSAI4203 Machine Learning

3

DSAI4204 Data Mining and Data Warehousing

3

DSAI4207 Introduction to Large Language Models

3

DSAI4206 Emerging Topics in FinTech

3

Elective Subjects

(19-25 credits)

AI Elective x 4

12

AIFT Elective x 4

12

DSA Elective x 4

12

Free Elective

13

Free Elective

7

Free Elective

13

WIE

(2 training credits)

DSAI3001 Work-Integrated Education (Training Credits)

2

Total

120 + 2 (training credits)