Εξόρυξη δεδομένων και μηχανική μάθηση
Data mining and machine learning
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Keywords
Μηχανική μάθηση ; Εξόρυξη δεδομένων ; Data mining ; Machine learningAbstract
The presence of uncertainty in business activities has been a constant factor since the inception of companies, continuing to play an important role in today's business landscape. As businesses face this uncertainty, they have turned to data collection and analysis techniques to extract valuable insights. With the advancement of technology and the global nature of business, the sheer volume of data that companies must navigate has rendered traditional research methods obsolete. Consequently, businesses have had to embrace new disciplines and strengthen existing ones to effectively manage and leverage this vast amount of data for competitive advantage. This thesis aims to explore and analyze in depth the concepts of machine learning and data mining.