The era of Big Data has emerged as a defining characteristic of modern information technology. This unprecedented proliferation of data has necessitated automated analysis methods, leading to the rise of machine learning as perhaps the most significant advancement in contemporary artificial intelligence. While computers excel at pattern recognition in vast datasets, this approach fundamentally differs from human cognitive processes.