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"--
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
San Francisco, CA :
No Starch Press,
[2023]
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| 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"-- |
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| Physical Description: | 1 online resource |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9781718503090 1718503091 |