About The Book

Mastering Machine Learning: Foundations, Techniques & Applications is a comprehensive guide for students, professionals, and researchers seeking a deep understanding of ML. Covering both fundamentals and advanced topics, it blends theory, mathematics, and practical examples with visual aids, algorithms, and pseudocode for clarity. The book explores core principles, cutting-edge methods like optimization, probabilistic models, reinforcement learning, and deep learning, and showcases real-world applications in healthcare, finance, autonomous systems, and more. Designed to inspire ethical and innovative use, it serves as a trusted companion from beginner to expert level.