Description: AI and Machine Learning for Intelligent Systems explores how artificial intelligence and machine learning are transforming modern technologies to create smarter, adaptive, and efficient systems. This guide highlights the principles of AI, supervised and unsupervised learning, deep learning, and their real-world applications in areas such as healthcare, robotics, communication networks, and smart cities. It emphasizes how intelligent systems can learn, reason, and make decisions to improve performance and solve complex problems. With practical insights and examples, the text serves as a valuable resource for students, researchers, and professionals aiming to understand and apply AI-driven innovations in intelligent systems.