Utilizing Artificial Intelligence in Economic Applications

"The specific topic will be narrowed down upon agreement with the student. The thesis will focus on the application of artificial intelligence tools in a selected economic field, such as algorithmic trading and portfolio management, predictive demand analysis, dynamic pricing, etc. The scope of the work includes an introduction to the problem, a description of the current state of AI utilization in the given area (citing specific examples), and the practical implementation of a selected AI method on real-world or test data, including model quality analysis and a potential comparison with traditional mathematical-statistical methods. Finally, the thesis will discuss the benefits and limitations of this approach to solving the problem."