The course focuses on methods for modern data analysis both within a practical and theoretical framework. Fewer assumptions are made when using these methods, such as machine learning or statistical ...

Refugee and Asylum Law addresses forced migration and the role of law in determining the need for international protection within determination proceedings. Students will study the 1951 Convention on ...

This course gives a basic introduction to machine learning (ML) and artificial intelligence (AI). Through an algorithmic approach, the students are given a practical understanding of the methods being ...

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 ...

Causal inference is the task of drawing conclusions from data about the effects of treatments and other type of interventions. In epidemiology and clinical research, as well as in many other fields, ...

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 is a course in epidemiological methods for clinical and public health research. Participants learn how to plan and implement a research project. The course covers general aspects of research as ...

The course consists of an in-depth study of a central problem within a field of moral philosophy - metaethics, normative ethics or applied ethics. Which problem the course focuses on may vary from one ...

The course provides an introduction to developmental psychology. It focuses on conveying an understanding of key developmental phenomena and theories of typical development in children and adolescents ...

In this course, you will learn how understanding user needs provides a basis for design, and how prototypes and design suggestions can provide users with better basis for formulating their needs. You ...

Sustainable development is the red thread throughout this course. The course builds on the principle of sustainable development and analyses how it is reflected in main international treaties on the ...

Statistical analysis is becoming more and more complex, both because of bigger data and many types of data and because of the use of more advanced methods and models. This course deals with numerical ...