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 is a continuation of high school calculus, but goes deeper into the theoretical foundations and develops the methods further in order to deal with more complicated cases. The course also ...

This course gives an introduction to numerical methods for solving problems in physics and chemistry, i.e. methods for solving ordinary and partial differential equations, matrix operations and ...

This course gives an introduction to commutative rings and their modules. We study concepts such as localization, decomposition of modules, chain conditions for rings and modules, and dimension theory ...

Ethical hacking covers vulnerability and penetration testing, which are essential elements in modern cybersecurity. Ethical hacking consists of testing the security of IT systems by trying to find and ...

The course will not be offered in 2025. This course in Register-Based Epidemiology provides comprehensive training in the use of official health registers and other registers important for health ...

The purpose of the course is to introduce the use of various Omics technologies, which aim to collectively characterize pools of biological molecules in a single experiment. The focus is Omics ...

This course provides an overview of American history, culture, politics, and contemporary society. It traces major developments and changes from the pre-Columbian period to the present. It will ...

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, ...

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 ...

This is an advanced course on computational physics with an emphasis on quantum mechanical systems with many interacting particles. The course covers Stochastic methods like various Monte Carlo ...