Bc. Odler Odler
Master's thesis
Neuronové sítě ve finančních institucích
Neural networks in financial institutions
Abstract:
In this thesis we study machine learning algorithms called artificial neural networks. We introduce the motivation for development of neural networks as an extension of simpler algorithms and we thoroughly describe the behavior of feedforward neural networks, as well as their training paradigm. Further sections focus on problems that may arise during the application of networks on real-world data and …moreAbstract:
V tejto diplomovej práci sa venujeme algoritmom strojového učenia nazývaným neurónové siete. Venujeme sa motivácii ich vzniku na základe jednoduchších algoritmov, podrobne popisujeme fungovanie tzv. dopredných neurónových sietí a spôsob ich učenia. Uvádzame niektoré problémy, ktoré vznikajú pri aplikácii neurónových sietí na reálne dáta, spolu s ich riešeniami. Na koniec vytvárame bankrotný model pomocou …more
Language used: Slovak
Date on which the thesis was submitted / produced: 28. 4. 2022
Identifier:
https://is.muni.cz/th/iwwww/
Thesis defence
- Date of defence: 8. 6. 2022
- Supervisor: Mgr. Silvie Zlatošová, Ph.D.
- Reader: doc. RNDr. Martin Kolář, Ph.D.
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Přírodovědecká fakultaMasaryk University
Faculty of ScienceMaster programme / field:
Applied Mathematics / Statistics and data analysis
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