Topological Data Analysis with Applications

Carlsson, Gunnar (Stanford University, Vejdemo-Johansson, Mikael (City University of New York)

Description

This introduction to topological data analysis keeps prerequisites to a minimum while covering all the key techniques, including persistent homology, cohomology, and Mapper. The final section discusses diverse case studies in detail. Mathematicians, data scientists and computer scientists will appreciate this graduate-level resource.
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Writer
Carlsson, Gunnar (Stanford University, Vejdemo-Johansson, Mikael (City University of New York)
Title
Topological Data Analysis with Applications
Publisher
Cambridge University Press
Year
2021
Language
English
Pages
230
Weight
584 gr
EAN
9781108838658
Dimensions
251 x 175 x 17 mm
Binding format
Hardback

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