Clustering with Scikit-Learn in Python
This tutorial demonstrates how to apply clustering algorithms with Python to a dataset with two concrete use cases. The first example uses clustering to identify meaningful groups of Greco-Roman authors based on their publications and their reception. The second use case applies clustering algorithm...
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| Published in | The programming historian Vol. 10; no. 10 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
ProgHist Ltd
29.09.2021
Editorial Board of the Programming Historian |
| Subjects | |
| Online Access | Get full text |
| ISSN | 2397-2068 2397-2068 |
| DOI | 10.46430/phen0094 |
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| Abstract | This tutorial demonstrates how to apply clustering algorithms with Python to a dataset with two concrete use cases. The first example uses clustering to identify meaningful groups of Greco-Roman authors based on their publications and their reception. The second use case applies clustering algorithms to textual data in order to discover thematic groups. After finishing this tutorial, you will be able to use clustering in Python with Scikit-learn applied to your own data, adding an invaluable method to your toolbox for exploratory data analysis. |
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| AbstractList | This tutorial demonstrates how to apply clustering algorithms with Python to a dataset with two concrete use cases. The first example uses clustering to identify meaningful groups of Greco-Roman authors based on their publications and their reception. The second use case applies clustering algorithms to textual data in order to discover thematic groups. After finishing this tutorial, you will be able to use clustering in Python with Scikit-learn applied to your own data, adding an invaluable method to your toolbox for exploratory data analysis. |
| Author | Jurczyk, Thomas |
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| Contributor | Walsh, Melanie Huang, Luling |
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| Copyright | 2021. This work is published under https://creativecommons.org/licenses/by/4.0/deed.en (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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| DOI | 10.46430/phen0094 |
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| Title | Clustering with Scikit-Learn in Python |
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