Tübingen, Germany
The EU in Permanent Crises? Perspectives, Challenges, Solutions
When:
31 July - 28 August 2025
Credits:
8.0 EC
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International Relations
When:
01 July - 12 July 2024
School:
Institution:
Jagiellonian University
City:
Krakow
Country:
Poland
Language:
English
Credits:
2.0 EC
Fee:
650 EUR
The course will focus on an overview of various quantitative methods of complexity research. We will begin with the mathematical framework of stochastic processes and dynamical systems, commonly used to represent complex systems in mathematical terms. Then we will proceed to more directly applied subjects: Monte Carlo methods, used to simulate processes too complex to be mathematically tractable; graph theory and network analysis, used to describe and analyze systems decomposable into discrete interacting components; and machine learning. The latter will be discussed both as a tool for analysis of complex systems, in particular for classification and pattern detection, and as a tool for processing of data unsuitable for direct statistical analysis (such as natural language data). The focus of the course will be on which method to choose for a particular analysis task (what kind of questions the method is designed to answer, what kinds of data it requires, what are its assumptions, etc.) rather than how to apply it.
Magdalena Kossowska-Lai, PhD, Jagiellonian University (Poland)
The course is intended for all students of all levels.
When:
01 July - 12 July 2024
School:
Complexity Summer School
Institution:
Jagiellonian University
Language:
English
Credits:
2.0 EC
Fee:
650 EUR, The participant pays fees for: a) participation in three selected courses with accommodation (7 days) and meals EUR 650 b) participation in three selected courses without accommodation with meals EUR 570 c) participation in three selected courses with accommodation (7 days) without meals EUR 620 d) participation in three courses without accommodation and meals EUR 450 e) each subsequent course EUR 150 f) optional trip EUR 50
Tübingen, Germany
When:
31 July - 28 August 2025
Credits:
8.0 EC
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London, United Kingdom
When:
30 June - 08 August 2025
Credits:
7.5 EC
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Lisbon, Portugal
When:
06 January - 17 January 2025
Credits:
6 EC
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