Statistical Modeling in Machine Learning - G. R. Sinha

Statistical Modeling in Machine Learning: Concepts and Applications presents the basic concepts and roles of statistics, exploratory data analysis and machine learning. The various aspects of Machine Learning are discussed along with basics of statistics. Concepts are presented with simple examples and graphical representation for better understanding of techniques. This book takes a holistic approach ¿ putting key concepts together with an in-depth treatise on multi-disciplinary applications of..