This book provides a comprehensive overview of the principles and applications of Artificial Intelligence (AI) and Machine Learning (ML) in cloud computing environments. It covers fundamental concepts, algorithms, and techniques used in AI and ML, along with practical examples and case studies that demonstrate their implementation in cloud-based applications. The book is designed for students, researchers, and professionals who are interested in understanding how AI and ML can be leveraged to enhance cloud services and solutions.