Fundamentals of Artificial Intelligence and Machine Learning
Jhon Quiñones (TU Delft - Electrical Engineering, Mathematics and Computer Science)
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Abstract
Artificial Intelligence (AI) and Machine Learning (ML) have become an essential tool across numerous fields, enabling the development of systems capable of autonomous learning and decision-making. This chapter introduces key concepts and terminology related to AI and ML, explores the main machine learning paradigms, and outlines common categories of machine learning techniques. By providing a comprehensive overview, the reader is able to gain a solid foundation to understand and apply AI and ML in renewable energy applications.