Foundations of Machine Learning

Specialisation in Artificial Intelligence, MSc

Develop a deep understanding of the mathematical and computational foundations that underpin modern artificial intelligence.

Overview

  • Educational areaComputer Engineering and AI
  • LanguageEnglish
Application closed

Important dates

  • Application opens
  • Application closes

This specialisation focuses on the essential principles that allow AI systems to take large datasets, draw conclusions from them, and then apply that understanding to new situations, and make decisions in uncertain conditions.

You will study advanced machine learning, statistics, probabilistic modelling, reinforcement learning, and related topics, building a rigorous understanding of how intelligent systems actually work beneath the surface.

This choice is particularly suitable if you are interested in technically demanding AI development roles, machine learning research, and advanced modelling. It provides strong preparation for careers in machine learning engineering, data science, algorithm development, quantitative analysis, as well as further studies at doctoral level.

Requirements

The requirements for the Master's programme Artificial Intelligence apply to this specialisation.

How to select a specialisation

You may choose this specialisation after you have been admitted and enrolled. Only one specialisation can be selected.