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 ...

Nanochemistry combine chemical and solid-state chemistry toward synthesis and characterization of building blocks that depends on size, shape (faceting), surface, defects and chemical composition to ...

The course is an introduction to developmental biology and genetics - in plants, animals and other relevant groups of organisms. We will use concepts and principles from genetics and epigenetics to ...

Coping with climate change and securing a clean and biodiversity rich environment are pressing challenges to modern societies. It will require transitions of political procedures, social structures, ...

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 ...

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 ...

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 an introduction to the most important notions and problems in mathematical finance. The theory of arbitrage for pricing and hedging derivatives (options) will be studied in the ...

The course focuses on the specific managerial tasks and challenges of the digital economy. It deals in particular with the management of digital resources, such as data, algorithms and ecosystems, ...

This course gives a broad introduction in, and overview of, the field of Design for sustainability. It addresses the main developments in the field, from Green Design to holistic approaches, such as ...

The course provides a comprehensive overview of energy system analysis, a discipline that gives insights on how energy systems can be designed and operated to cover future energy needs in a ...

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 ...