Artificial intelligence and machine learning application in data analysis
Abstract
Artificial intelligence (AI) and machine learning (ML) have revolutionized the field of data analysis by enabling advanced techniques for extracting valuable insights and patterns from large datasets. This chapter explores the application of AI and ML in data analysis, focusing on key aspects such as knowledge representation, the AI cycle, and the intersection of cognitive science with AI. Knowledge representation plays a crucial role in data analysis, as it involves organizing and structuring information in a way that can be processed by AI algorithms. Various techniques, including semantic networks, ontologies, and probabilistic models, are employed to ...
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