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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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Detalles Bibliográficos
Autor principal: Dr. LOUPPE, Gilles
Lenguaje:eng
Publicado: 2015
Materias:
Acceso en línea:http://cds.cern.ch/record/2102184
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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.
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institution Organización Europea para la Investigación Nuclear
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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
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