POSTGRADUATE

ARTIFICIAL
INTELLIGENCE

PHD IN ARTIFICIAL INTELLIGENCE (AI)

Required Courses

Academic Orientation for AI Students
Machine Learning
Design and Analysis of Algorithms
Introduction to Artificial Intelligence
Ethics, Privacy and Security in Artificial Intelligence
Mathematics for AI
English Communication I for Information Hub programs
Python Programming for Artificial Intelligence
Introduction to Data Mining
Introduction to Computer Vision
English Communication II for Information Hub programs
Final Year Capstone Project

Sample Elective Courses

Introduction to Data Science and Analytics
Deep Learning
Exploring Artificial Intelligence
Introduction to Natural Language Processing
Introduction to Reinforcement Learning
Machine Learning and Information Processing for Robotics
Learning and Optimization for Artificial Intelligence
Machine Learning with Big Data
Introduction to Financial Engineering
Operating Systems
Deep Learning in Visual Intelligence
Introduction to Bayesian Networks
Introduction to Robotics: From Mobile Robots to Manipulators
Robotic Manipulation and Mobility
FPGA-based Design: From Theory to Practice
Big Data Mining and Management
Statistical Machine Learning
Social Information Network Analysis and Engineering
Introduction to Advanced Algorithmic Techniques
IT Entrepreneurship

Program Learning Outcomes

01

Demonstrate thorough knowledge of the literature and a comprehensive understanding of scientific methods and techniques relevant to AI.
02

Demonstrate practical skills in building AI systems.
03

Critically apply theories, methodologies, and knowledge to address fundamental questions in AI.
04

Independently pursue research or innovation of significance in AI applications.
05

Demonstrate skills in oral and written communication sufficient for a professional career.

PHD

General Information

Credit structure:

PhD: 21 credits
Normative Program Duration:

PhD:

Full-time: 3 years (those with a relevant research master’s degree), 4 years (those without a relevant research master’s degree)

Enquiry:

ait@hkust-gz.edu.cn LEARN MORE ABOUT PROGRAM