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1 Year On Campus Masters Program
University of LimerickThe MSc in Artificial Intelligence & Machine Learning at the University of Limerick is an advanced one-year full-time master’s program that equips you with the skills needed to tackle real-world challenges in AI and machine learning across tech, finance, healthcare, and more. You’ll develop both the theoretical understanding and practical expertise to analyse data, build intelligent systems, and contribute to innovation in areas like computer vision, natural language processing, and autonomous systems.
Curriculum Structure
Year 1 — Autumn Semester
In your first semester, you will focus on core technical skills and foundational AI concepts. Modules like Introduction to Data Engineering and Machine Learning will strengthen your Python programming and data handling abilities, while Evolutionary Computation and Humanoid Robotics will introduce you to adaptive algorithm design. You’ll also gain hands-on experience in Text Analytics and Natural Language Processing, Artificial Intelligence for Games, and Machine Vision, applying AI to practical scenarios.
Year 1 — Spring Semester
During the spring semester, you will explore more advanced AI topics. Modules such as Artificial Intelligence and Machine Learning and Deep Reinforcement Learning will deepen your understanding of data-driven decision-making and autonomous agents. Probabilistic and Explainable AI will teach you how to build transparent, interpretable models, and Theory and Practice of Advanced AI Ecosystems will connect you with cutting-edge technologies shaping the industry. You will also begin planning your final project in Research Methods and Project Specification.
Year 1 — Summer Semester
The program concludes with the Artificial Intelligence and Machine Learning Project, where you will apply your learning to a significant practical or research-focused project, preparing you for industry challenges or further research opportunities.
Focus Areas
Artificial intelligence, machine learning, deep learning, reinforcement learning, natural language processing, machine vision, probabilistic and explainable AI, robotics, data engineering, advanced AI ecosystems.
Learning Outcomes
Graduates will be able to design and implement AI and ML systems, analyse complex datasets, communicate technical results effectively, and carry out independent research or industry-focused projects.
Professional Alignment (Accreditation)
The program is awarded by the University of Limerick and is recognised at Level 9 on the Irish National Framework of Qualifications, representing a respected European standard for master’s level study.
Reputation (Employability & Rankings)
The University of Limerick has a strong reputation for industry engagement and graduate employability. Its computing and engineering programs consistently prepare students for careers in AI, data science, and related tech sectors through real-world learning and project experience.
At the University of Limerick, experiential learning is at the heart of the MSc in Artificial Intelligence & Machine Learning. You won’t just be studying theory — you’ll be actively applying tools and techniques used in industry and research from day one. Through project-based work, workshops, and guided lab sessions, you’ll work with real datasets, Python, and modern machine learning libraries to design and build intelligent systems. The university’s strong culture of research and practical engagement ensures you’ll have access to labs, research groups, and collaborative spaces that bring your learning to life.
The programme gives you hands-on experience in a variety of ways:
Complete a substantial Artificial Intelligence and Machine Learning Project as your capstone, researching, prototyping, and presenting an applied solution.
Participate in hands-on workshops and lab sessions for modules like Text Analytics and Natural Language Processing, Machine Vision, and Deep Reinforcement Learning, using industry-standard tools and frameworks.
Work in team-based projects and collaborative exercises, developing intelligent systems and exploring emerging AI technologies alongside your peers.
Access UL’s advanced computing and research environments, equipped for AI and machine learning work, including programming platforms, data analytics tools, and computational resources.
Engage with research groups and centres within the Faculty of Science and Engineering, connecting with cutting-edge AI research and cross-disciplinary projects.
Graduates of the MSc in Artificial Intelligence & Machine Learning at the University of Limerick are well prepared for rewarding careers where they can apply their AI and machine learning expertise to real-world challenges. Typical roles include Machine Learning Engineer, AI Specialist, Data Scientist, and AI Researcher, all of which are in high demand across industries such as technology, healthcare, finance, and automation:
The University of Limerick has a strong record of graduate employability, with many students securing work or further study soon after completing the degree.
UL’s Career Development Centre supports students with tailored services including CV guidance, interview preparation, networking events, and career fairs, helping graduates confidently enter the job market.
Students benefit from UL’s industry engagement and research connections, which provide exposure to leading companies and research centres through project work and networking opportunities.
The MSc carries long-term value as a Level 9 qualification on the Irish National Framework of Qualifications, recognised across Europe, enhancing the ability to work internationally or pursue specialised technical roles.
Graduates are well positioned to negotiate competitive salaries in the tech sector, with many entering roles that offer strong starting salaries and opportunities for career progression.
Further Academic Progression:
After completing this master’s, students can pursue PhD research in artificial intelligence, machine learning, or related areas if they wish to follow a research-focused path. The programme provides a strong foundation for doctoral study, whether at the University of Limerick or other research universities, preparing graduates to contribute to cutting-edge developments in AI and take on academic or highly specialised industry roles.
Applicants should have a bachelor’s degree (NFQ Level 8) with at least second-class honours (2:2) in a relevant field such as computer science, computer engineering, or a science programme with strong mathematical and programming skills.Applicants who do not meet the standard entry requirements may still be considered if they can demonstrate the necessary knowledge, skills, and relevant experience for the programme.Applicants must demonstrate English proficiency with a TOEFL score of 580 (paper-based) or 90 (internet-based), or an Academic IELTS score of at least 6.5 overall with no component below 6.0; General IELTS is not accepted.Applicants from India should hold a four-year Bachelor’s degree or a three-year honours Bachelor’s degree in a relevant discipline from a recognised university, typically with first-division results (55–70% overall), and may be required to attend an interview.Applicants from the USA should have a GPA of 3.00 or higher in a four-year degree in a relevant discipline from a recognised university and may be required to attend an interview.Applicants from China should have high grades in a four-year degree in a relevant discipline from a recognised competitive university, and may be required to attend an interview.Machine Learning EngineerAI SpecialistData ScientistAI ResearcherComputer Vision EngineerNatural Language Processing (NLP) EngineerRobotics EngineerDeep Learning EngineerData AnalystSoftware DeveloperAI ConsultantAutonomous Systems DeveloperAI Project ManagerBusiness Intelligence AnalystResearch Scientist
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