AI and Machine Learning Foundations

Aim

The Foundations of Artificial Intelligence course equips learners with the essential skills and knowledge to explore the rapidly advancing field of AI. Through a practical and theoretical approach, students delve into machine learning, Python programming, and mathematical methods, building the foundation required to progress to higher education or enter the tech workforce.

This course addresses the growing demand for expertise in AI by providing a pathway to further study in computer science and machine learning, particularly for those aiming to meet university entry requirements for programmes at institutions such as TCD, UCD, and TUD.

What You Will Learn

• Fundamentals of programming and problem-solving in Python
• Mathematical techniques for STEM, including linear algebra and statistics
• Basics of machine learning, including algorithms and model creation
• Software development principles and software architecture
• Web authoring and programming design

Key Features

• Focus on practical AI applications with real-world problem-solving
• Opportunity to design and implement basic machine learning models
• Guidance and support through study skills workshops and counselling services
• Access to state-of-the-art computer labs and modern classrooms

Entry Requirements

Leaving Certificate or equivalent is advised, with an O4 in Ordinary Maths at Leaving Cert level preferable. Competence in mathematics will be assessed, and additional support is available if needed. English proficiency at Level B1 is required. Mature students with work/life experience will also be considered in lieu of formal qualifications.