Algorithmic mathematics in machine learning /

Explores several well-known machine learning and data analysis approaches from a mathematical perspective and also implements and applies the underlying algorithms to achieve a programming and practical perspective.

Bibliographic Details
Main Authors:	Bohn, Bastian (Mathematician) (Author), Garcke, Jochen (Author), Griebel, Michael, 1960- (Author)
Format:	Book
Language:	English
Published:	Philadelphia : Society for Industrial and Applied Mathematics, [2024].
Series:	Data science book series.
Subjects:	Machine learning > Mathematics.

Description
Summary:	Explores several well-known machine learning and data analysis approaches from a mathematical perspective and also implements and applies the underlying algorithms to achieve a programming and practical perspective.
Physical Description:	xii, 225 pages : illustrations (some color) ; 26 cm.
Bibliography:	Includes bibliographical references and index.
ISBN:	9781611977875 1611977878