Statistical Modeling in Machine Learning

Concepts and Applications

Produkt bewerten

Sinha G. R.

▪Tilottama Goswami

Verlag:

Elsevier

Unsere-Artikel-Nr.: P36001623

EAN: 9780323917766

Erhältlich:

Nicht auf Lager

Zustellung: Fr, 04.09.2026

Versand: Kostenlos

-22.4 %

CHF 250.–

CHF 194.–

Beschreibung

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.