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National Repository of Grey Literature 2 records found  Search took 0.00 seconds. 
Application for Analysis of Data from Bank Transactions
 Hýbl, Petr ; Hynek, Jiří (referee) ; Bartík, Vladimír (advisor)
The goal of this thesis is to design and implement a web application for analyzing bank transactions. The application uses the Flask web framework on the server and the React framework on the client. The focus of the work was simplicity and user experience. The main function of this application is automatic categorization of transactions using artificial intelligence. The core of this feature is a two-layer architecture. In this architecture we were able to achieve a success rate of 85 %. This application allows the user to upload a monthly statement and view a summary graph with the category where they spend the most money. In addition, the user can compare each month and think about how to optimize their finances.
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Analysis of financial indexes in the Czech banking market and application of the RSW model.
 Tiutiunnic, Olga ; Hrdý, Milan (advisor) ; Šmídová, Radana (referee)
The aim of my diploma thesis is to explain the basic financial indexes in the Czech banking sector, to analyze Czech banks with the model of financial health RSW, which was modified according to the specifics of Czech enterprises, and to contribute to the conclusion, if it is possible to apply the model RSW in its modified form for testing financial health of Czech banks. The RSW model results will be compared with achieved results in the model, which I named alternative comparative model (S-model). S-model works with indexes from banks annual reports. The theoretical part will be defined by definition of bank and a brief description of Czech banking, by financial description of the specifics in bank statements and fundamental indexes. Then I will describe the way of using the model RSW in its modified form. In the practical part of my diploma thesis I will test eighteen Czech banks by RSW model and compare achieved banks ratings with the alternative comparative model. I choose the techniques of S-model based on my individually attained knowledge and read literature.
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