Statistical Modeling in Machine Learning

Concepts and Applications

Tilottama Goswami, G. R. Sinha
Elsevier
396 pages
ISBN: 9780323917766
November 2022

This book presents the basic concepts and roles of statistics, exploratory data analysis and machine learning. It takes a holistic approach – putting key concepts together with an in-depth treatise on multi-disciplinary applications of machine learning. New case studies and research problem statements are discussed, which will help statisticians, machine learning practitioners and programmers solving various tasks such as classification, regression, clustering, forecasting, recommending and more.