Advanced Artificial Intelligence University College Dublin

Programme Structure

Core modules include:

• Foundations of Deep Learning

• Applied AI in Vision & Imaging

• Responsible Artificial Intelligence

• Advanced ML (AAI)

• Optimisation

• AI and Ethics

• Advanced Generative AI & LLMS

• ML System Deployment

Option modules include:

• Human Centered AI

• Intro. to Quantum Computing

• Optimization Algorithms

• AI for Time Series

• AI for Health

• Speech and Audio

• Quantum Machine Learning

• Information Visualisation (Blended Delivery)

Please note that the list of available core and option taught modules is subject to change.

The third trimester offers three options:

• Internship: Gain practical experience in industry.
• Dissertation: Conduct in-depth research under academic guidance.
• AI Project: Apply AI techniques to a specific problem.

Please note that internship placements and dissertation opportunities are competitive and not guaranteed.

Audience

This programme is designed for individuals with a basic understanding of AI who are eager to delve into cutting-edge topics. We expect applicants to have a 2:1 honours bachelor's degree in Computer Science or related discipline and have taken modules on Machine learning, AI, data science or data mining and completed a module with a significant programming component. See the admission requirements.

Lecturers

UCD's School of Computer Science has over 20 faculty members actively engaged in AI research. In collaboration with research and innovation centres Insight SFI Research Centre for Data Analytics, SFI Centre for Research Training in Machine Learning (ML-Labs) and CeADAR, Ireland’s Centre For AI, we form one of Ireland's leading hubs for AI research.