The course introduces a variety of central algorithms and methods essential for studies of statistical data analysis and machine learning. The course is project-based and through the various projects, ...

This course provides a general introduction to American literature, where the main focus is on the nineteenth and the twentieth century. Primary attention will be given to how literary texts are ...

The course examines the fundamental dynamics at work in all geophysical systems, from the mantle to the atmosphere. These include time-dependent processes, advection and diffusion. Each process is ...

Epistemology is the study of the nature of knowledge, justification, and the rationality of belief. The course discusses selected problems within the field of epistemology. The exact topic of the ...

The course aims to cover the basic principles of electrochemical energy storage devices with the primary focus on the materials chemistry. In addition to basic principles and relevant characterization ...

This course introduces students to the international legal norms relevant to addressing climate change and its adverse impacts. These norms are found in the (1) UN climate regime, (2) other ...

This course is designed to explore the rapidly evolving field of generative artificial intelligence (AI). We will examine the history of AI, its potential future impact, and the ethical considerations ...

Are parties to international commercial contracts completely free to regulate their relationship or to ensure that the transaction is governed by a set of rules fully agreeable to them? Is their ...

This course addresses gender, violence and sexuality through presenting and discussing literature, analytical perspectives and empirical case studies on sexual violence. The course critically ...

This course will provide an introduction to the formation, constitution and evolution of planetary systems and planetary bodies. The course also covers an introduction to the characteristics of ...

This course studies a selection of advanced techniques in Natural Language Processing (NLP), with particular emphasis on modern research findings. The focus of the course is on "deep learning", a type ...

Ultrasound imaging is a technique used in medicine, sonar, non-destructive testing, and beyond. This course explains the fundamentals of acoustic imaging, beamforming, and ultrasound imaging modes.