Statistical Modeling in Machine Learning - Concepts and Applications (Paperback)

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 machine learning. New case studies and research problem statements are discussed, which will help researchers in their application areas based on the concepts of statistics and machine learning. Statistical Modeling in Machine Learning: Concepts and Applications will help statisticians, machine learning practitioners and programmers solving various tasks such as classification, regression, clustering, forecasting, recommending and more.

General

Imprint:	Academic Press Inc
Country of origin:	United Kingdom
Release date:	November 2022
First published:	2023
Editors:	Tilottama Goswami • G. R. Sinha
Dimensions:	235 x 191mm (L x W)
Format:	Paperback
Pages:	396
ISBN-13:	978-0-323-91776-6
Categories:	Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	0-323-91776-3
Barcode:	9780323917766

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