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An introduction to machine learning with Scikit-Learn
<!--HTML-->This tutorial gives an introduction to the scientific ecosystem for data analysis and machine learning in Python. After a short introduction of machine learning concepts, we will demonstrate on High Energy Physics data how a basic supervised learning analysis can be carried out usin...
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Lenguaje: | eng |
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2015
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Acceso en línea: | http://cds.cern.ch/record/2102184 |
_version_ | 1780948743856586752 |
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author | Dr. LOUPPE, Gilles |
author_facet | Dr. LOUPPE, Gilles |
author_sort | Dr. LOUPPE, Gilles |
collection | CERN |
description | <!--HTML-->This tutorial gives an introduction to the scientific ecosystem for data analysis and machine learning in Python. After a short introduction of machine learning concepts, we will demonstrate on High Energy Physics data how a basic supervised learning analysis can be carried out using the Scikit-Learn library. Topics covered include data loading facilities and data representation, supervised learning algorithms, pipelines, model selection and evaluation, and model introspection. |
id | cern-2102184 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2015 |
record_format | invenio |
spelling | cern-21021842022-11-02T22:33:39Zhttp://cds.cern.ch/record/2102184engDr. LOUPPE, GillesAn introduction to machine learning with Scikit-LearnData Science @ LHC 2015 WorkshopLPCC Workshops<!--HTML-->This tutorial gives an introduction to the scientific ecosystem for data analysis and machine learning in Python. After a short introduction of machine learning concepts, we will demonstrate on High Energy Physics data how a basic supervised learning analysis can be carried out using the Scikit-Learn library. Topics covered include data loading facilities and data representation, supervised learning algorithms, pipelines, model selection and evaluation, and model introspection.oai:cds.cern.ch:21021842015 |
spellingShingle | LPCC Workshops Dr. LOUPPE, Gilles An introduction to machine learning with Scikit-Learn |
title | An introduction to machine learning with Scikit-Learn |
title_full | An introduction to machine learning with Scikit-Learn |
title_fullStr | An introduction to machine learning with Scikit-Learn |
title_full_unstemmed | An introduction to machine learning with Scikit-Learn |
title_short | An introduction to machine learning with Scikit-Learn |
title_sort | introduction to machine learning with scikit-learn |
topic | LPCC Workshops |
url | http://cds.cern.ch/record/2102184 |
work_keys_str_mv | AT drlouppegilles anintroductiontomachinelearningwithscikitlearn AT drlouppegilles datasciencelhc2015workshop AT drlouppegilles introductiontomachinelearningwithscikitlearn |