Subjects on Offer

2026/27 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	Yes
DSAI1103	N/A	Principles of Data Science		Yes
DSAI1104	N/A	AI and Data Analytics Basics			Yes
DSAI1201	COMP1433	Introduction to Data Analytics		Yes
DSAI1202	COMP1004	Introduction to Artificial Intelligence and Data Analytics	Yes	Yes
DSAI2201	COMP2013	Data Structures and Algorithms	Yes	Yes
DSAI2202	N/A	Database Principles	Yes
DSAI3101	N/A	Bayesian Methods for Data Science
DSAI3102	N/A	Multivariate Statistical Analysis
DSAI3201	N/A	Introduction to Natural Language Processing		Yes
DSAI3911	N/A	Professionalism and Ethics in Data Science and AI		Yes
DSAI4001	N/A	Company Attachment	Yes	Yes	Yes
DSAI4101	N/A	Reinforcement Learning
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
DSAI4207	N/A	Introduction to Large Language Models	Yes
DSAI4208	N/A	Introduction to Machine Vision and Intelligence		Yes
DSAI4209	N/A	Introduction to Generative AI and Foundation Models		Yes
DSAI4901	N/A	Capstone Project	Yes	Yes
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	Yes
DSAI5105	N/A	Hands-on AI for Science and Technology		Yes
DSAI5201	COMP5543	Artificial Intelligence and Big Data Computing in Practice		Yes
DSAI5202	COMP5544	Emerging Topics in Artificial Intelligence and Big Data Computing
DSAI5203	N/A	Brain-inspired Computing		Yes
DSAI5204	N/A	Efficient Data Processing	Yes	Yes
DSAI5205	N/A	Introduction to Artificial Intelligence	Yes
DSAI5206	N/A	Machine Vision and Intelligence	Yes
DSAI5207	N/A	Modern Deep Learning		Yes
DSAI5208	N/A	Trustworthy AI Systems and Technologies		Yes
DSAI5209	N/A	Visual Data Representation and Processing		Yes
DSAI5210	N/A	AI Security	Yes	Yes
DSAI5901	N/A	Dissertation	Yes	Yes	Yes
DSAI5902	COMP5941	Dissertation for Artificial Intelligence & Big Data Computing	Yes	Yes	Yes
DSAI5T09 DSAI5R09	N/A	Academic Integrity and Ethics in Computer and Mathematical Sciences	Yes	Yes