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Are you working with sustainability issues and would like to learn how to communicate strategies for societal change to a wider audience? Or would you like to learn more about the ways in which society will have to change in response to climate...

Course contentThis course will provide you with theoretical concepts and practical experience in natural language processing (NLP). The focus is on models and algorithms based on deep learning, including large language models such as ChatGPT.It is...

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...

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...

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,...

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...

The economic development of our society is depending to a very large extent on transport. The major goal of a sustainable road transport system is moving people, products, and services to destinations in a short time including comfort, without...

Course contentWriting computer programs that understand and produce human language is a central goal of artificial intelligence. This course aims to provide an understanding of how far we are from this goal: what is and what is not possible today....

As the world stumbles from crisis to crisis, we are trying to make sense of the causes and figure out ways to deal with them. This module employs concepts such as values systems, normative competency and systems thinking to unpack the drivers behind...

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...