Subjects on Offer

2025/26 Academic Year

(The list below is subject to review and change which the Department can decide to make from time to time.)

Subject Code	Previous Subject Code	Subject	Semester 1	Semester 2	Semester 3 (Summer Term)	Information
DSAI1101	AMA1600	Fundamentals of AI and Data Analytics	Yes
DSAI1102	AMA1611	Data Analytics Fundamentals		Yes
DSAI1103	N/A	Principles of Data Science		Yes
DSAI1201	COMP1433	Introduction to Data Analytics		Yes
DSAI2201	COMP2013	Data Structures and Algorithms	Yes	Yes
DSAI2202	N/A	Database Principles
DSAI3101	N/A	Bayesian Methods for Data Science
DSAI3911	N/A	Professionalism and Ethics in Data Science and AI
DSAI4001	N/A	Company Attachment	Yes	Yes	Yes
DSAI4201	COMP4136	Data Protection and Security		Yes
DSAI4202	COMP4142	E-Payment and Cryptocurrency	Yes
DSAI4203	COMP4432	Machine Learning	Yes	Yes
DSAI4204	COMP4433	Data Mining and Data Warehousing	Yes
DSAI4205	COMP4434	Big Data Analytics	Yes	Yes
DSAI4206	COMP4531	Emerging Topics in Fintech		Yes
DSAI4901	N/A	Capstone Project
DSAI5101	AMA546	Statistical Data Mining	Yes	Yes
DSAI5102	AMA563	Principles of Data Science	Yes
DSAI5103	AMA565	Advanced High Dimensional Data Analysis		Yes
DSAI5104	N/A	Optimization for Machine Learning		Yes
DSAI5201	COMP5543	Artificial Intelligence and Big Data Computing in Practice		Yes
DSAI5202	COMP5544	Emerging Topics in Artificial Intelligence and Big Data Computing	Yes
DSAI5203	N/A	Brain-inspired Computing		Yes
DSAI5204	N/A	Efficient Data Processing
DSAI5205	N/A	Introduction to Artificial Intelligence
DSAI5206	N/A	Machine Vision and Intelligence
DSAI5207	N/A	Modern Deep Learning		Yes
DSAI5208	N/A	Trustworthy AI Systems and Technologies
DSAI5209	N/A	Visual Data Representation and Processing		Yes
DSAI5210	N/A	AI Security
DSAI5901	N/A	Dissertation	Yes	Yes	Yes
DSAI5902	COMP5941	Dissertation for Artificial Intelligence & Big Data Computing	Yes	Yes	Yes