Advanced Artificial Intelligence

Students entering this programme are expected to have a 2:1 honours bachelor's degree, or its international equivalent, in Computer Science or Computer/Electronic Engineering or Informatics or Artificial Intelligence or Mathematics or Physics. In addition, the student must meet all of the below requirements:

• The applicant must have taken at least one module on Machine learning, artificial intelligence, data science or data mining.
• The applicant must have completed a module with a significant programming component in at least one of the following: C, C++, C#, Java, Python or R. Alternatively, a module on algorithms or data structures or software engineering with a programming focus can also be considered.
• The applicant is expected to have a strong background in mathematics with one or more modules covering some of the following subjects/topics: calculus (differentiation and integration), linear algebra (vectors and multi-dimensional matrices), discrete mathematics and mathematical reasoning (e.g. induction and reasoning, graph theoretic models, proofs), and probability.

Alternatively, applicants can also enter this programme if they have a 2:2 honours bachelor’s degree and have at least 2 years of industry experience working on AI (machine learning, deep learning, computer vision, natural language processing, optimisation) or data science applications. In this case, the students need not satisfy the requirement of having done modules on AI, programming and basic mathematics.

Applicants whose first language is not English must also demonstrate English language proficiency of IELTS 6.5 with not less than 6.0 in any strand, or equivalent 5.

No Garda vetting, health screening, fitness to practise is required.

Taught Master's: A minimum overall score of 7.0 over all components and a minimum of 6.0 in each band on the Academic Version. The non-academic version is not accepted.

Research Programmes: A minimum overall score of 6.5 over all components and a minimum of 6.0 in each band on the Academic Version. The non-academic version is not accepted.

IELTS Indicator: A minimum overall score of 7.0 over all components and a minimum of 6.0 in each band. This test will be accepted for 2022/23 and 2023/24 intake.

Taught Master's: A minimum score of 100 is required in the Internet based TOEFL (iBT) with a score of at least 20 in each section.

Research Programmes: A minimum score of 90 is required in the Internet based TOEFL (iBT) with a score of at least 20 in each section.

TOEFL iBT Home: A minimum score of 100 is required with a score of at least 20 in each section.

UCD has approved the use of the Duolingo Test of English (DET) for the 2024/25 intake.
An overall score of 130 will be accepted with no section below 110.

Please note that this does not apply to the CEMS MiM / MSc in International Management. In the case of the CEMS MiM the Duolingo English Test will not be accepted.