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Statistics and Machine Learning, Master's Programme, 120 credits
The intersection of statistics, artificial intelligence and database management, providing students a unique competence. Meets the demand for specialists able to exploit a wealth of information to improve analysis, prediction and decision making....
Aeronautical Engineering, Master's Programme, 120 credits
This programme offers a holistic view on aircraft design. Thanks to close collaboration between the University and the aerospace industry, you will be prepared for working with aircraft design, aircraft engineering, or wind turbine engineering. This...
Elements of AI, Part 2: Building AI, 2 credits
Course contentThe course aims to introduce practical AI, focusing on basic machine learning. The aim is to understand how to build AI systems using machine learning, gain insight into the possibilities and limitations of the technology, and to get...
Elements of AI, 2 credits
The course aims to give an introduction and overview of artificial intelligence. The focus is on understanding the concept and some important techniques such as search and machine learning as well as consequences of AI on society. Start the course...
Foundations of machine learning, 3 credits
Course contentThe course aims to give an introduction to machine learning, with emphasis on so-called supervised learning. The aim is to understand what machine learning is, what types of machine learning exist, their possibilities and limitations,...
Algorithmic Problem Solving: Graphs and Flows, 3 credits
Course contentThe purpose of the course is to develop the ability to solve algorithmic problems by using knowledge of algorithms, data structures and complexity theory with a focus on graphs and flows. To solve this type of problems it is important...
Algorithmic Problem Solving: Search and Dynamic Programming, 3 credits
Course contentThe purpose of the course is to develop the ability to solve algorithmic problems by using knowledge of algorithms, data structures and complexity theory with a focus on search and dynamic programming. To solve this type of problems it...
Big Data: Social Processes and Ethical Issues, 7.5 credits
The course is about ethical issues related to the use of big data. It also considers social processes involving diverse actors who interact with digital platforms, produce and store big data, and analyse those data. Issues related to individual...
Machine Learning, 4 credits
This course is aimed at those who want to gain a broad knowledge of different types of machine learning and an understanding of how different machine learning methods work, either if you are working as an engineer and want further education or want...