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The Use of Artificial Intelligence on Stock Market
Barjak, Maroš ; Budík, Jan (referee) ; Dostál, Petr (advisor)
The thesis deals with design, implementation and optimization of a model based on artificial intelligence and neural networks, which is able to predict future time series prices on a stock market. Main goal is to create an object oriented application for successful future trend prediction of financial derivatives with the use of cooperating methods such as Hurst exponent evaluation and automated market simulation.
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Analysis of Financial Markets Using Technical Analysis
Beran, Adam ; Stoklásek, Libor (referee) ; Budík, Jan (advisor)
This bachelor's thesis addresses the ways, methods and strategies of trading in the financial market known as Foreign Exchange (Forex). Thesis deals with the investment strategy focused on currency trading. Among the most traded currency pairs include the EUR/USD, USD/JPY and GBP/USD. The strategy is based mainly on technical analysis. It is also carried out backtesting and evaluation for which currency pair is this strategy most effective. This study therefore describes a process of creating this strategy.
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Pattern Finding in Dymanical Data
Budík, Jan ; Hynčica, Ondřej (referee) ; Honzík, Petr (advisor)
First chapter is about basic information pattern learning. Second chapter is about solutions of pattern recognition and about using artificial inteligence and there are basic informations about statistics and theory of chaos. Third chapter is focused on time series, types of time series and preprocessing. There are informations about time series in financial sector. Fourth charter discuss about pattern recognition problems and about prediction. Last charter is about software, which I did and there are informations about part sof program.
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Algorithmization for decision support
Strečková, Nikola ; Budík, Jan (referee) ; Dostál, Petr (advisor)
This thesis is focused on understanding investment strategies on cryptocurrency markets and thanks to the own algorithm create an automated program to support the decision making. To deploy and develop the algorithm is used MetaTrader5 platform, which uses the MQL5 programming language. The strategy was backtested on historical data of BTCUSD and BTCEUR to validate the efficiency of the strategy.
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Proposal for Motivational System Change in a Selected Company
Divín, Petr ; Budík, Jan (referee) ; Konečná, Zdeňka (advisor)
This master’s thesis deals with the motivational systém of a selected organization. The iam was, based on the analysis of the current state of the motivational systém in the chosen organization, to propose such changes that are desirable for further successful development of the organization. The evaluation was based on a questionnaire survey of a sample of 75 respondets, and results showed that 32 % of employees were insufficiently motivated. Testing of hypotheses showed that there is a correlation between an employee’s department and their level of motivation. In conclusion, specific proposals for improvement, are presented that should help increase the level of motivated employees. As an example is recognition platform, reduced working hours for full pay or creative days.
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Proposal for Changes of Human Resource Management in a Selected Institution
Seemann, Andrea ; Budík, Jan (referee) ; Konečná, Zdeňka (advisor)
The key goal of the diploma thesis is to propose measures for developing the key activities of the chosen organization using the support of digital technologies, based on the theoretical research and the performed analyses. The output of this work is a proposal for changes to the concept of human resources management in this organization. The work is divided into three parts, consisting of a theoretical, analytical and design part, where recommendations are developed based on the knowledge obtained from the performed analyses. The theoretical part of this work deals with education and human resource management in this area, in the analytical part the work will then focus on the benefits and undesirable effects of digitization and on how a specific school in Lomnica behaved during the pandemic. The starting point is the design part, which suggests procedures for the development of the organization's human resources concept in the event that it is again forced to switch to distance learning using new digital tools. PEST analysis, SWOT analysis and questionnaire survey were mainly used to create the design part.
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Proposal of Automated System for Cryptocurrency Trading
Dufek, Ondřej ; Budík, Jan (referee) ; Luhan, Jan (advisor)
The thesis deals with the creation of an algorithmic cryptocurrency trading machine according to the indicators of technical analysis. Among the technical indicators used for the solution, Fear and greed index and RSI were selected, according to whose levels the algorithm buys and sells bitcoin to achieve better results than the accumulation strategy of DCA. The backtest results are compared with each other and the result shows that the final solution can be competitive.
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Mathematical Methods in Economics
Florescu, Chiril ; Budík, Jan (referee) ; Novotná, Veronika (advisor)
The bachelor’s thesis deals with the problem of option trading and its advanced strategies applied to financial markets using algorithmic trading. The theoretical part includes the basic concept of the financial market, a detailed characterization of the investment instrument with its boundary properties, and an overview of algo-trading. In the following section, the implementation and analysis of combined option positions on underlying assets such as equities and exchange-traded funds using beta-weighted deltas are discussed. The result of the work is the design of a trading strategy, backtesting on historical data and optimization of individual parameters for higher efficiency.
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Business Plan Proposal for a Company
Jargalsaikhan, Cuong ; Budík, Jan (referee) ; Konečná, Zdeňka (advisor)
Obsahem této bakalářské práce je návrh podnikatelského záměru na založení a rozvoj společnosti. Konkrétněji byl navržen podnikatelský plán pro připravovanou společnost s názvem CBDlevnecz, která se specializuje na B2B a CBD (Technické konopí) model eshopu. První část je věnována teoretickým východiskům, která zahrnují vysvětlení klíčových slov a témat, která jsou potřebná pro vypracování praktické části bakalářské práce. Praktická část obsahuje analýzu současného stavu a vlastní návrh řešení. Metody a nástroje, které jsou pro analýzu použity, jsou například PESTLE analýza nebo Porterova analýza pěti sil.
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