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Course contentThe purpose of the course is to develop the ability to solve algorithmic problems by using knowledge of algorithms, data structures and complexity theory with a focus on graphs and flows. To solve this type of problems it is important...

Course contentThe purpose of the course is to develop the ability to solve algorithmic problems by using knowledge of algorithms, data structures and complexity theory with a focus on search and dynamic programming. To solve this type of problems it...

This programme is not available in English.

This course enables students to perform their own empirical research using discrete choice methods. Students learn how to create discrete choice datasets, estimate discrete choice models, including binomial, multinomial, and conditional logistic...

The course aims to give an introduction and overview of artificial intelligence. The focus is on understanding the concept and some important techniques such as search and machine learning as well as consequences of AI on society. Start the course...

This course engages with classical and contemporary research on inequality and segregation. The first part of the course explores the concepts and principles of segregation and inequality measurement. Issues related to comparisons across places and...

The intersection of statistics, artificial intelligence and database management, providing students a unique competence. Meets the demand for specialists able to exploit a wealth of information to improve analysis, prediction and decision making....

How do ideas spread? How do cities become segregated? The programme prepares you to harness complex data and advanced computational tools to address these and other important social questions. Use statistical and computational methods to understand...

Course contentThis course will provide you with theoretical concepts and practical experience in natural language processing (NLP). The focus is on models and algorithms based on deep learning, including large language models such as ChatGPT.It is...

MATLAB serves as a software tool for technical calculations, widely embraced by engineers globally. This course aims to provide foundational knowledge of MATLAB and practical skills in utilizing the system. The course places specific emphasis on...