Artificial Intelligence (AI) and Machine Learning (ML) have revolutionized real-time systems in diverse domains such as healthcare, surveillance, agriculture, and smart environments. With the exponential growth of data and computational capabilities, the demand for intelligent, explainable, and adaptive systems is increasing rapidly. This course is designed to equip faculty, researchers, and professionals with the latest AI/ML applications, tools, and techniques, with a focus on real-time decision making, predictiv analytics, human-like intelligence, and edge computing.