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 ...

Classic approaches in data analysis are based on a static (or predefined) procedure for both collecting and processing data. Modern approaches deal with the adaptive procedures which in practice ...

The course provides a thorough introduction to design, analysis (both theoretical and empirical), and programming of difference and elemental methods to solve differential equations. In addition, the ...

This course is a continuation of IN1000 – Introduction to Object-oriented Programming and goes deeper into object-oriented programming; the working language is java, and it´ll be given an introduction ...

Why do people waste their vote across the world? Why do ethnic groups kill each other in some places and not others? Why does the same policy seem great in one place and fail miserably in another?

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 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 introduces basic programming in the Python programming language. The programming themes are illustrated in a series of mathematical examples. The mathematical themes are synchronized with ...

In this course you´ll learn about new database technologies to handle Big Data: Data Stream Management Systems, Complex Event Processing, Distributed and Heterogeneous Database Systems, Data ...

The course provides a review of data structures such as stacks, trees, graphs, hash tables and priority queues, as well as algorithms for sorting, searching, insertion, and so on. Various ...

In this course, you will engage in more depth with issues in the philosophy of mind as well as with philosophical questions at the foundations of scientific psychology, cognitive science, and the ...

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 ...