The shape of data : network science, geometry-based machine learning, and topological data analysis in R /

"The Shape of Data shows how to use geometry- and topology-based algorithms for machine learning. The book focuses on practical applications rather than dense mathematical concepts, with coding examples using social network data, text data, medical data, and education data"--

Bibliographic Details
Main Authors: Farrelly, Colleen (Author), Gaba, YaƩ Ulrich (Author)
Format: eBook
Language:English
Published: San Francisco, CA : No Starch Press, [2023]
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary:"The Shape of Data shows how to use geometry- and topology-based algorithms for machine learning. The book focuses on practical applications rather than dense mathematical concepts, with coding examples using social network data, text data, medical data, and education data"--
Physical Description:1 online resource
Bibliography:Includes bibliographical references.
ISBN:9781718503090
1718503091