Artificial Intelligence and Data Analytics

Mathematics I for AIDA (3 credits)

AMA1110

Basic Mathematics I – Calculus and Probability & Statistics

(for FENG students only)

3

AMA1140

Mathematics for Construction and Environment

(for FCE students only)

3

AMA1501

Introduction to Statistics for Business

(for students from other Faculties/ Schools)

3

AMA1606

Basic Statistics

(for AP students only)

3

AMA2634

Introduction to Statistics (for AMA students only)

(Pre-requisite: AMA1006 / AMA2691 / DSAI1103)

3

Mathematics II for AIDA (3 credits)

AMA1751

Linear Algebra (for students from other Faculties/ Schools)

(Exclusion: AMA1007, AMA10071 & AMA1120)

3

AMA2111

Mathematics I (for AP, FENG and LSGI students only)

(Pre-requisite: AMA1007 / AMA1120 / AMA1130 / AMA1131 / AMA1140 / AMA1500 / AMA1702 / AMA1707)

(Exclusion: AMA2007, AMA2707, AMA2131, AMA2308, AMA2380, AMA2511, AMA2882 & AMA290)

3

AMA2131

Mathematics for Engineers (for CEE students only)

(Pre-requisite: AMA1130 / AMA1131 / AMA1140)

(Exclusion: AMA2007, AMA2707, AMA2111, AMA2308 & AMA290)

3

AMA2511 and

AMA2512

Applied Mathematics I (for BME students only)

(Pre-requisite: AMA1120)

(Exclusion: AMA2007, AMA2707 & AMA2111)

Applied Mathematics II (for BME students only)

(Pre-requisite: AMA2511)

(Exclusion: AMA2007, AMA2707 & AMA2111)

2

2

Programming I: Programming Fundamentals (3 credits)

COMP1011

Programming Fundamentals

(for AMA students only)

(Exclusion: COMP1012 / ENG2002)

3

COMP1012

Programming Fundamentals and Applications

(for students from other Faculties/ Schools than FENG/FB)

(Exclusion: COMP1011 / ENG2002)

3

ENG2002

Computer Programming (for FENG students only)

3

LGT3109

Introduction to Coding for Business with Python

(for FB students only)

3

Programming II: Data Structures and Algorithms (3 credits)

DSAI2201

Data Structures and Algorithms

(Pre-requisite: COMP1011 / COMP1012 / ENG2002 / LGT3109 & AMA1110 / AMA1501 / AMA2634 & AMA1751 / AMA2111 / AMA2131 / AMA2512)

3

Fundamentals of Data Analytics (3 credits)

AMA1616

Quantitative Skills and Experimental Design for Scientists

(for FS students only)

3

AMA2233

Data Analytics and Visualization (for AMA students only)

(Pre-requisite: AMA2222 / COMP1011 / COMP1012)

3

DSAI1102

Data Analytics Fundamentals

3

DSAI1201

Introduction to Data Analytics

3

EIE1003

Foundations of Data Science

3

LGT/MM3425

Business Analytics (for FB students only)

(Exclusion: LGT/MM2425 & LGT/MM3425)

3

Machine Learning (3 credits)

AMA4680

Statistical Machine Learning

(Pre-requisite: AMA2222 / AMA2222A / COMP1011 / COMP1012 & AMA2602 / AMA3602 / AMA3631 &

AMA3001/ AMA3701 / AMA3723 / AMA3724)

3

DSAI4203

Machine Learning (for students from other Faculties/ Schools than EIE)

3

EIE3124

Fundamentals of Machine Intelligence (for EIE students only)

3

Artificial Intelligence (3 credits)

COMP4431

Artificial Intelligence

(Pre-requisite: COMP2011 / COMP2013 / DSAI2201)

3

DSR-AIDA Bridging Subject(s) (3-6 credits)

AF3213

Business Analytics in Accounting and Finance

(Pre-requisite: AF2108 & AF2110 & AMA1501 & LGT2425 / MM2425 / LGT3425 / MM3425)

3

AMA4602

High Dimensional Data Analysis

(Pre-requisite: AMA1751 / AMA3001 / AMA3701 / AMA3723 / AMA3724 & AMA2602 / AMA3602 / AMA3631

3

AP30019

Data Analysis Techniques for Scientists

(Pre-requisite: AP20005 / COMP1012)

3

BME34145

AIDA for Health Care and Smart Ageing

(Pre-requisite: COMP1012 / ENG2002)

3

BRE472

Information Technology and Building Information Modelling for Construction Management

3

BSE3610

Computational Methods in Building Sciences and Engineering

3

BSE4510

Building Automation and Control

(Pre-requisite: BSE2122 / BSE2124 & BSE3225 / BSE3227)

3

CBS3947

Programming and Data Analysis for Language Studies

3

CSE30313

Machine Learning Practice in Smart Mobility

(Pre-requisite: AMA2007 / AMA2111 / AMA2131 / AMA2308 / AMA2707 / AMA290 & AMA2222 / AMA2222A / COMP1011 / COMP1012 / ENG2002)

3

EE4014

Intelligent Systems Applications in Electrical Engineering

3

EIE3127

Artificial Intelligence of Things

(Pre-requisite: EIE2112 & EIE2113)

3

ENGL4022

Quantitative Literacy for Language Professionals

3

ENGL4026

Language and Social Data Analytics

3

HTM3228

Smart Service Design in Tourism and Hospitality

(Pre-requisite: HTM2305)

3

HTM4362

Artificial Intelligence in Tourism and Hospitality

3

ISE3018

Logistics Automation

3

SFT304AF

Fashion Design

3

SFT330FB

Fashion Digital Marketing

3

LGT3108

Introduction to Enterprise Resource Planning System

3

LSGI3803

Spatial Data Analytics and Mining

(Pre-requisite: AMA2111 & COMP1011 / COMP1012)

3

ME46002

Numerical Methods for Engineers

(Pre-requisite: AMA2111)

3

MM3462

Artificial Intelligence and Big Data for Business

(Pre-requisite: MM3425)

3

SD3781

Interface Design

3

SD4788

User Experience Design

3

Integrated Capstone Project (6 credits)

AF/LGT/

MM4913

Integrated Capstone Project

(Exclusion: Any other equivalent capstone project)

6

AMA4953

Integrated Capstone Project

(Exclusion: AMA4951, AMA4952 or any other equivalent capstone project)

6

AP40020

Integrated Capstone Project

6

BSE4728

Integrated Capstone Project

(Pre-requisite: BSE3716 & any 4 of the below subjects:

BSE3124 / BSE3125 / BSE3227 / BSE3228 / BSE3313 / BSE3322)

(Exclusion: Any other equivalent capstone project)

6

BRE4661

Integrated Capstone Project

(Pre-requisite: BRE366)

(Exclusion: Any other equivalent capstone project)

6

BME44146

Integrated Capstone Project

(Pre-requisite/co-requisite: BME31147 & BME34145)

(Exclusion: Any other equivalent capstone project)

6

CBS4705

Integrated Capstone Project

(Exclusion: Any other equivalent capstone project)

6

CSE49407

Integrated Capstone Project

(Pre-requisite: All CSE subjects in Level 3 and all core subjects in Level 1-3 of Secondary Major in AIDA)

(Exclusion: Any other equivalent capstone project)

6

EE4023

Integrated Capstone Project

(Pre-requisite: Students should complete most of the subjects required of the programme in previous years before taking this subject)

(Exclusion: Any other equivalent capstone project)

6

EIE4128

Integrated Capstone Project

6

ENGL4027

Integrated Capstone Project

(Pre-requisite: ENGL3002)

(Exclusion: Any other equivalent capstone project)

6

HTM4365

Integrated Capstone Project

(Pre-requisite: HTM3205)

(Exclusion: Any other equivalent capstone project)

6

ISE4001

Integrated Capstone Project

(Pre-requisite: ISE3018)

(Exclusion: ISE4008 Individual Project and ISE445 Capstone Project)

6

SFT4217X

Integrated Capstone Project

(Exclusion: SFT415CP, SFT416CP & any other equivalent capstone project)

6

LSGI4503

Integrated Capstone Project

(Pre-requisite: COMP1011 & LSGI3803)

(Exclusion: Any other equivalent capstone project)

6

ME49006

Integrated Capstone Project

(Pre-requisite: ME31001, ME31002, ME32001, ME33001, ME34002, ME34004, ENG2002 & ME46002)

(Exclusion: ME49001)

6

SD4470

Integrated Capstone Project - Production Design

(Pre-requisite: SD4466)

(Exclusion: Any other equivalent capstone project)

6

SD4790

Integrated Capstone Project - Interaction Design

(Pre-requisite: SD4791)

(Exclusion: Any other equivalent capstone project)

6

AAE4009

Data Science and Data-driven Optimisation in Airline and Airport Operations

3

AAE4011

Artificial Intelligence in Unmanned Autonomous Systems

3

AMA3201

Computational Methods

(Pre-requisite: AMA2007 / AMA2707 / AMA2111 / AMA2131 / AMA2380 / AMA2512 / AMA2882 / AMA290 / AMA3001 / AMA3701 / AMA1120 + AMA2380 / AMA2702 + AMA3724)

(Exclusion: AMA301)

3

AMA3602

Applied Linear Models for Finance Analytics

(Pre-requisite: AMA1501 / AMA1502 / AMA1602 / AMA1611 / AMA2634 / DSAI1102 &

AMA1007 / AMA1120 / AMA1751 / AMA2007 / AMA2707 / AMA2111)

(Exclusion: AMA2631 / AMA2631A / AMA2602)

3

AMA3640

Statistical Inference

(Pre-requisite: AMA1007 / AMA1120 / AMA1130 / AMA1131 / AMA1500 / AMA1611 / AMA1702 / DSAI1102 &

AMA1501 / AMA1502 / AMA1602 / AMA2104 / AMA2691 / AMA2703 / DSAI1103)

(Exclusion: AMA364)

3

AMA3820

Operations Research Methods

(Pre-requisite: AMA1007 / AMA1102 / AMA1751 / AMA2007 / AMA2707 / AMA2111 / AMA2131 / AMA2308 / AMA2512 / AMA2882 / AMA290)

(Exclusion: AMA382)

3

AMA4602

High Dimensional Data Analysis

(Pre-requisite: AMA2602 / AMA3602 / AMA3631 &

AMA1751 / AMA3001 / AMA3701 / AMA3723 / AMA3724)

(Exclusion: AMA4002)

3

AMA4650

Forecasting and Applied Time Series Analysis

(Pre-requisite: AMA2602 / AMA3602 / AMA364 / AMA3640 / AMA4001 / AMA4601)

(Exclusion: AMA465)

3

AMA4670

Modelling of Epidemic and Pandemic

(Pre-requisite: AMA2691 / DSAI1103 & AMA2702)

3

AMA4688

Simulation

(Pre-requisite: AMA1501 / AMA1502 / AMA1602 / AMA2601 / AMA2634 / AMA3631)

(Exclusion: AMA488)

3

AMA4840

Decision Analysis

(Pre-requisite: AMA1501 / AMA1502 / AMA1602 / AMA2104 / AMA2691 / AMA2703 / DSAI1103)

(Exclusion: AMA484)

3

AMA4850

Optimization Methods

(Pre-requisite: AMA2007 / AMA2707 / AMA2111 / AMA2131 / AMA2308 / AMA2512 / AMA2882 / AMA290 / AMA3001 / AMA3701 / AMA3724 / AMA1120 + AMA2380)

(Exclusion: AMA485)

3

AP40012

Machine Learning in Physics

(Pre-requisite: AP20005 / COMP1012)

3

AP40013

Energy Conversion and Storage with Machine Learning

(Pre-requisite: AP20002)

(Exclusion: AP40011)

3

BME34145

AIDA for Health Care and Smart Ageing

(Pre-requisite: COMP1012 / ENG2002)

3

BME44144

AIDA for Biosignal Processing and Medical Imaging

(Pre-requisite: BME31116)

3

BRE368

AI and Data Analytics for Smart Construction

3

BSE458

Building Performance Diagnosis and Management

(Pre-requisite: BSE3712)

3

BSE4610

Building Informatics

(Pre-requisite: BSE1610 & BSE2610 & BSE3227)

3

CBS3410

Python for Language Analytics

(Pre-requisite: CBS3947)

3

CBS4702

Advanced Topics in Quantitative Language Studies

(Pre-requisite: CBS3947)

3

CBS4703

Social Media and Social Network Analysis

3

CBS4704

Workshop on Language Analytics

(Pre-requisite: CBS4958)

3

CBS4844

Machine Aided Translation

3

CBS4954

Statistics for Language Studies

3

CBS4958

Fundamentals of Computational Linguistics

(Pre-requisite: CBS3947)

3

CBS4962

Corpus and Language Technology for Language Studies

(Pre-requisite: CBS1902)

3

DSAI4205

Big Data Analytics

(Pre-requisite: AMA1104 / AMA1110 / AMA2691 / COMP1004 & COMP1011 / COMP1012 / EIE1003 / ENG2002 & COMP2011 / COMP2013/ DSAI2201 / EIE3320 & COMP2411 / EIE3312)

(Exclusion: COMP4434)

3

COMP4436

Artificial Intelligence of Things

(Pre-requisite: COMP1011 / COMP1012 / ENG2002)

3

COMP4442

Service and Cloud Computing

(Pre-requisite: COMP2421 & COMP2432)

3

CSE30313

Machine Learning Practice in Smart Mobility

(Pre-requisite: AMA2007 / AMA2111 / AMA2131 / AMA2308 / AMA2707 / AMA290 &

AMA2222 / AMA2222A / COMP1011 / COMP1012 / ENG2002)

3

EE3013B

Transportation Data Analytics

(Pre-requisite: EE2029B & CSE30390)

3

EE4014A

Intelligent Systems Applications in Electrical Engineering

3

EIE4121

Machine Learning in Cyber-security

3

EIE4122

Deep Learning and Deep Neural Networks

(Pre-requisite: AMA2104 / EIE3124)

3

ENGL4022

Quantitative Literacy for Language Professionals

3

ENGL4026

Language and Social Data Analytics

3

HTI3990

Big Data Analytics for Bioinformatics and Genomic Medicine

3

HTI4990

AIDA in Clinical Diagnosis and Radiotherapy

3

HTM4350

Big Data Analytics in Hospitality, Tourism and Events

(Pre-requisite: HTM3205)

3

HTM4364

Social Media and Digital Marketing Analytics

(Pre-requisite: HTM2325)

3

ISE3011

Applied Quality and Reliability with AIDA

3

ISE3017

Applied AIDA in Operations Research and Management

3

SFT403FI

Smart Textiles for Wearable Applications

(Exclusion: ITC4202T)

3

SFT412FB

Fashion Market Intelligence

3

SFT303AF

AI in Fashion Business

3

LSGI3220

Building Information Modelling & 3D GIS

3

LSGI3801

GeoAI

3

LSGI3802

Spatial Data Science

3

LSGI3803

Spatial Data Analytics and Mining

(Pre-requisite: AMA1751 & COMP1011 / COMP1012)

3

LSGI3804

Urban Big Data Analytics

3

LSGI3805

Urban Sensing for Smart City

3

ME41006

Perceptual Robotics

(Pre-requisite: ME31002)

3

ME42001

Artificial Intelligence in Products

(Pre-requisite: ME31002 / ME41004)

3

ME42011

Fundamentals of Robotics

(Pre-requisite: ME31002 / ME41004)

3

SD4772

Interactive Media and Marketing

3