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CRM System for a Non-Profit Organization
Pospěch, Jan ; Rychlý, Marek (referee) ; Bartík, Vladimír (advisor)
The bachelor thesis deals with the implementation of a CRM system for a non-profit organization. It provides an introduction to existing CRM platforms and compares their strengths and weaknesses. The implementation of the system begins with the identification of the client's requirements and user stories. Then the requirements are analyzed and designs are created using the UML methods. Once the designs are approved, the project is implemented and tested. Finally, the thesis evaluates the results and suggests further options for the project development.
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Application Firewall Anomaly Detection
Pospěch, Jan ; Homoliak, Ivan (referee) ; Očenášek, Pavel (advisor)
The goal of the presented bachelor thesis is to describe the process of anomaly detection in application firewalls. The thesis focuses on the principles and basics of anomaly detection, the reader is introduced to the techniques and methods of machine learning. The process of analyzing the requests and responses received from the web application protection system is described, and the system design is developed. The practical part describes the implementation of the system and testing on real datasets. Decision tree and Random forest algorithms show the best results with f1-score 0.9987. Among the unsupervised learning methods, the best results are shown by Autoencoder with an f1-score value of 0.8315.
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CRM System for a Non-Profit Organization
Pospěch, Jan ; Rychlý, Marek (referee) ; Bartík, Vladimír (advisor)
The bachelor thesis deals with the implementation of a CRM system for a non-profit organization. It provides an introduction to existing CRM platforms and compares their strengths and weaknesses. The implementation of the system begins with the identification of the client's requirements and user stories. Then the requirements are analyzed and designs are created using the UML methods. Once the designs are approved, the project is implemented and tested. Finally, the thesis evaluates the results and suggests further options for the project development.
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Analysis of selected management business entity
Pospěch, Jan ; Brožová, Ivana (advisor) ; Ivana, Ivana (referee)
The present thesis deals with financial analysis of the selected company management Thun 1794 a. s. The theoretical part presents a theoretical introduction to financial analysis. After defining the very concept of the purpose and objectives of financial analysis, as well as information resources and users. The last part of the theoretical is devoted to methods of financial analysis. Based on theoretical knowledge is the practical part. In the introduction to the practical section provides basic information about the company. Then, a horizontal and vertical analysis of financial indicators, financial ratios, bankrupty and creditworthy models. The conclusion of this work deals with the comprehensive evaluation of the results of the financial analysis. The outputs of financial analysis became the basis for possible suggestions and recommendations for improving the current state of society.
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