Machine Learning: Emerging Research and Applications explores the rapidly evolving field of machine learning, highlighting emerging techniques, research trends, and real-world applications. The book covers fundamental concepts alongside topics such as deep learning, intelligent systems, data-driven modelling, natural language processing, computer vision, and responsible AI. It examines how machine learning is transforming healthcare, finance, education, industry, and other sectors. Designed for students, researchers, academicians, and technology professionals, this book provides insights into current developments, practical applications, and future directions in machine learning.