Increasing scientific misconduct, such as falsification and plagiarism, threaten to undermine science and the public trust in ...

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 ...

The course gives a comprehensive overview over modern Natural Language Processing (NLP) with main emphasis on probabilistic and machine learning techniques. Methodology for experiments based on ...

Unsustainable consumption patterns and the upwards spiraling resource use embedded in these are at the core of the world’s sustainability challenges. And while overconsumption has been on political ...

Among other things, the course includes elementary linear algebra, the solution of equation systems, the theory of functions of several variables, including both unconstrained and constrained ...

This course provides an overview of a range of resources and practical bioinformatic tools that are used in molecular biology. Scientists actively developing and applying bioinformatic tools in their ...

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 gives a thorough introduction to linear algebra with emphasis on vector spaces, linear maps, spectral theory, orthogonality and applications of this theory. MATLAB is used for ...

This is a basic course in advanced econometrics. Econometrics deals with evaluating economic theories and models, and investigating their validity by confronting them with data, using statistical ...

The course will give a introduction to interpretation of NMR data for structure determination of small and large proteins. Structure information is essential for understanding the function of a ...

Game theory may be defined as the use of formal models in the study of strategic interaction. This course offers an introduction to game theory and its potential applications to the study of war. Game ...

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 ...