Engineering & IT / HD512

Higher Diploma in Applied AI & Data Engineering

From data pipelines to model deployment, learn to apply AI in practical settings.
Engineering students examining a tabletop robot (generated demonstration image)
Qualification
Higher Diploma
Duration
2 years full-time
Study mode
Full-time
Campus
Fanling North Campus
Programme code
HD512

Programme structure

Covers Python programming, databases, machine-learning foundations and a cloud deployment project.

Workshop facilities

An IoT workshop, edge-computing devices and robotics platforms support classes and projects.

02 / Curriculum

Curriculum

  1. Programming and data foundations

    Use Python to process, clean and explore data.

  2. Data engineering and databases

    Design data flows and build reliable databases and pipelines.

  3. Applied machine learning

    Train, evaluate and explain models, and understand their limits.

  4. Responsible AI project

    Apply AI to a real setting while weighing privacy, fairness and safety.

03 / Admissions

Entry requirements

Level 2 in five HKDSE subjects including Mathematics; basic programming concepts are an advantage.

How to apply

04 / Your next step

Progression & careers

Progress to computer science, data science or engineering degrees, or work in data analysis, test automation and systems support.

05 / Fees & funding

Applying

Fees & funding

Indicative annual fee HK$44,000, with industry-sponsored scholarships.

How to apply

Before applying, read the application steps and entry requirements. If you have questions about the programme, study arrangements or fees, send us an enquiry.

06 / Frequently asked questions

Frequently asked questions

Can I apply without programming experience?

Yes. The first semester includes programming fundamentals and additional support workshops.

What equipment will I use?

Students work on campus GPU workstations and a cloud computing platform, so you do not need to buy a high-specification computer.

YSD / Your next step

Higher Diploma in Applied AI & Data Engineering

Higher Diploma · 2 years full-time · Fanling North Campus

YSD / More programmes

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