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"Applications of Machine Learning Techniques in Mechanical Engineering" is a comprehensive guide that explores how machine learning techniques are transforming the field. It delves into practical applications across mechanical engineering, from design optimization and predictive maintenance to quality control and robotics. This book offers insights into real-world case studies, showcasing how machine learning is revolutionizing industries like automotive, aerospace, and manufacturing. It addresses the challenges and ethical considerations while providing a glimpse into future trends. With a balance of theory and practicality, it's a valuable resource for engineers, researchers, and students looking to harness the power of machine learning in mechanical engineering.