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 ...

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 ...

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 ...

Nanoscience is referred to as a research area devoted to studies of various phenomena in small-size devices. It is a cross-disciplinary field including physics, chemistry, and to some extent biology.

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 ...

This course provides an introduction to key concepts and methods in bioinformatics. Emphasis will be put on review of efficient algorithms, data structures, and techniques used in current applications ...

Explore the world of reflection-seismic data. This course is designed to equip you with both theoretical knowledge and practical skills. We begin by reviewing the basic principles of the seismic ...

In this course you will meet distinguished speakers from industry and universities to give lectures on the topics listed below. Knowledge about the Wi-Fi technology, IP-router architecture, Big Data ...

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 ...

The course provides a methodology for measurable security, privacy, and dependability of industrial systems. Based on e.g. a smart grid example, we will establish and develop the methodology to ...

The course covers various methods within artificial intelligence (AI) and machine learning (ML), and their applications. Examples include algorithms for search, optimization and classification, which ...

The course deals with when and how IT management, and IT governance, can help organizations reach their goals. The curriculum is a mix of theory and practice papers, and covers: How does the interplay ...