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Introduction to Scientific Computing for AI - Module CE4021

Develop core maths and Python skills for machine learning in this 7-week micro-credential. Ideal for those starting out in AI and machine learning.

Key information

EU fees per year €1,000
Non-EU fees per year €1,000
NFQ Level NFQ Level 8
Duration Seven weeks
Attendance Part-time
Delivery Online
Start date September 2026
Award University Certificate of Study
Course code CE4021
Register your interest

Machine learning is powering innovation across every sector — from healthcare and finance to transport and technology. Understanding the foundations behind it is essential for anyone exploring a future in AI or data science. 

This seven week, Level 8, micro-credential provides a solid introduction to the core mathematical and programming concepts that support machine learning.  

Delivered through Python, it is designed for learners with previous exposure to maths and computer programming, helping you build confidence in scientific computing and prepare for further study or upskilling in this fast-moving field. 

This module is associated with the Professional Diploma in Artificial Intelligence for Computer Vision, Machine Learning for Finance - MSc (Online) and Artificial Intelligence - MSc (Online) 

It can be taken as a standalone micro-credential or as part of a pathway to a larger award. 

Participants should be available for a two-week online induction prior to the stated start date. Expected effort during this induction is about 2-5 hours. This induction introduces you to our online learning approach and environment. It is also an opportunity to install required software and take part in a mock assignment submission and exam prior to taking part in graded assessments. 

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