Fundamentals of AI

This foundational course, 'Fundamentals of AI' (BE02R00041), provides Electrical Engineering students with a comprehensive introduction to Artificial Intelligence. Designed to equip future engineers with essential knowledge, it delves into core AI concepts, including intelligent agents, problem-solving techniques through search algorithms, and sophisticated methods for knowledge representation and logical reasoning. Students will explore basic machine learning paradigms, fundamental neural network architectures, and gain insights into decision-making under uncertainty. The relevance to Electrical Engineering is paramount, as AI underpins advancements in smart grids, autonomous control systems, predictive maintenance, and optimized energy management. This subject prepares students to design and implement intelligent solutions, fostering analytical and computational skills vital for innovation in modern electrical systems and beyond.