{"id":19179,"date":"2020-11-23T16:43:58","date_gmt":"2020-11-23T16:43:58","guid":{"rendered":"https:\/\/datascientest.com\/?p=19179"},"modified":"2023-11-09T14:11:29","modified_gmt":"2023-11-09T14:11:29","slug":"public-datasets-machine-learning","status":"publish","type":"post","link":"https:\/\/datascientest.com\/public-datasets-machine-learning","title":{"rendered":"TOP 5 des sites o\u00f9 trouver des datasets pour le Machine Learning"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"19179\" class=\"elementor elementor-19179\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dd15b3c e-flex e-con-boxed e-con\" data-id=\"dd15b3c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd005bd elementor-widget elementor-widget-heading\" data-id=\"fd005bd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Aujourd\u2019hui nous nous retrouvons pour un deuxi\u00e8me article pour apprendre \u00e0 trouver des jeux de donn\u00e9es (ou datasets en anglais) pour entra\u00eener vos algorithmes de Machine Learning car oui, faire des mod\u00e8les c\u2019est bien mais trouver des donn\u00e9es pour entra\u00eener ces mod\u00e8les c\u2019est mieux ! Vous avez manqu\u00e9 le\u00a0<\/b><a href=\"https:\/\/datascientest.com\/datasets-top-5-des-sites-ou-trouver-des-jeux-de-donnees-de-qualite\" target=\"_blank\" rel=\"noopener\">premier \u00e9pisode<\/a><b>\u00a0: Public datasets for machine learning ,\u00a0<\/b><a href=\"https:\/\/datascientest.com\/datasets-top-5-des-sites-ou-trouver-des-jeux-de-donnees-de-qualite\" target=\"_blank\" rel=\"noopener\">le voici<\/a><b> !\u00a0<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77fe533 elementor-widget elementor-widget-text-editor\" data-id=\"77fe533\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Que vous soyez attir\u00e9s par le domaine a\u00e9rospatial, le sport, l\u2019environnement ou encore le trafic routier sur le boulevard p\u00e9riph\u00e9rique de Paris, d\u00e9couvrez o\u00f9 et comment r\u00e9cup\u00e9rer des jeux de donn\u00e9es adapt\u00e9s \u00e0 vos besoins.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Voici un top 5 des meilleurs sites pour r\u00e9cup\u00e9rer des donn\u00e9es en open source sur Internet.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9886d9f e-flex e-con-boxed e-con\" data-id=\"9886d9f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3fcbefb elementor-widget elementor-widget-heading\" data-id=\"3fcbefb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1 - Google dataset search<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7279054 elementor-widget elementor-widget-image\" data-id=\"7279054\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/datasetsearch.research.google.com\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"268\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/unnamed.png\" class=\"attachment-full size-full wp-image-19188\" alt=\"dataset\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/unnamed.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/unnamed-300x157.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e16bba elementor-widget elementor-widget-text-editor\" data-id=\"4e16bba\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Cet outil d\u00e9velopp\u00e9 par\u00a0<\/span><a href=\"https:\/\/datasetsearch.research.google.com\/\" target=\"_blank\" rel=\"noopener\">Google<\/a><span style=\"font-weight: 400;\">\u00a0est une des mani\u00e8res les plus efficaces pour trouver un dataset en faisant une <\/span><b>simple recherche par mots-cl\u00e9s<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\"><strong>Exemple<\/strong> : Je veux faire un projet de Machine Learning en rapport avec le tennis et m\u00eame plus pr\u00e9cis\u00e9ment : en rapport avec Roland-Garros. Pourquoi ne pas ajouter les performances de Nadal dans mon projet.<\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">Pour cela, il suffit de rentrer ces 3 mots-cl\u00e9s dans la barre de recherche comme une simple recherche Google.<\/span><span style=\"font-weight: 400;\">\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">La recherche renvoie tous les datasets contenant les mots-cl\u00e9s recherch\u00e9s ainsi qu\u2019une br\u00e8ve description et des donn\u00e9es suppl\u00e9mentaires sur ces datasets (source, date de parution, type de licence, etc.)<\/span><\/p><p><span style=\"font-weight: 400;\">Vous pouvez affiner votre recherche gr\u00e2ce \u00e0 des <\/span><b>param\u00e8tres avanc\u00e9s<\/b><span style=\"font-weight: 400;\"> comme la date de derni\u00e8re mise \u00e0 jour, les droits d\u2019usage ou enfin la gratuit\u00e9 du dataset.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4730f6b e-flex e-con-boxed e-con\" data-id=\"4730f6b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6cacf7 elementor-widget elementor-widget-heading\" data-id=\"d6cacf7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2 - Data.gouv.fr<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-acb3d1f elementor-widget elementor-widget-image\" data-id=\"acb3d1f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"189\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/unnamed-1.png\" class=\"attachment-full size-full wp-image-19189\" alt=\"data.gouv\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/unnamed-1.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/unnamed-1-300x111.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ac8348 elementor-widget elementor-widget-text-editor\" data-id=\"1ac8348\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Ce site du gouvernement fran\u00e7ais met \u00e0 disposition des <\/span><b>donn\u00e9es publiques concernant le territoire fran\u00e7ais<\/b><span style=\"font-weight: 400;\">. On retrouve des jeux de donn\u00e9es sur des sujets vari\u00e9s dont on peut sp\u00e9cifier la granularit\u00e9 territoriale (\u00e9chelle d\u00e9partementale, r\u00e9gionale, nationale), la source (certains Minist\u00e8res fournissent des donn\u00e9es) ainsi que la p\u00e9riode temporelle couverte par les donn\u00e9es.<\/span><\/p><p><span style=\"font-weight: 400;\">De nombreux th\u00e8mes sont abord\u00e9s.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">On retrouve notamment des datasets sur l\u2019\u00e9conomie, la sant\u00e9, l\u2019agriculture, l\u2019environnement, le tourisme, l\u2019\u00e9ducation ou encore les sujets europ\u00e9ens.<\/span><\/p><p><span style=\"font-weight: 400;\">Le site montre aussi comment<\/span> <a href=\"https:\/\/www.data.gouv.fr\/fr\/\" target=\"_blank\" rel=\"noopener\">les datasets qu\u2019il contient<\/a><span style=\"font-weight: 400;\">\u00a0ont \u00e9t\u00e9 r\u00e9utilis\u00e9s par d\u2019autres plateformes dans le cadre d\u2019enqu\u00eates ou de publications.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-af8abec e-flex e-con-boxed e-con\" data-id=\"af8abec\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89b3ab1 elementor-widget elementor-widget-heading\" data-id=\"89b3ab1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3 - Fema.gov<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc921a8 elementor-widget elementor-widget-image\" data-id=\"cc921a8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1260\" height=\"451\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Screenshot-2020-10-20-at-10.28.17.png\" class=\"attachment-full size-full wp-image-19190\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Screenshot-2020-10-20-at-10.28.17.png 1260w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Screenshot-2020-10-20-at-10.28.17-300x107.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Screenshot-2020-10-20-at-10.28.17-1024x367.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/Screenshot-2020-10-20-at-10.28.17-768x275.png 768w\" sizes=\"(max-width: 1260px) 100vw, 1260px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a250d84 elementor-widget elementor-widget-text-editor\" data-id=\"a250d84\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">L<\/span><b>\u2019agence am\u00e9ricaine FEMA<\/b><span style=\"font-weight: 400;\"> (<\/span><span style=\"font-weight: 400;\">Federal Emergency Management Agency<\/span><span style=\"font-weight: 400;\">) est destin\u00e9e \u00e0 pr\u00e9venir et <\/span><b>prot\u00e9ger la population des menaces<\/b><span style=\"font-weight: 400;\"> et des dangers qui pr\u00e9sentent un risque sur le territoire am\u00e9ricain. Cette organisation a mis en place un site pour permettre un <\/span><b>libre acc\u00e8s \u00e0 des bases de donn\u00e9es <\/b><span style=\"font-weight: 400;\">collectant des informations sur diff\u00e9rents sujets.<\/span><\/p><blockquote><p><span style=\"font-weight: 400;\">\u00a0<\/span><span style=\"font-weight: 400;\">Les datasets couvrent ainsi les catastrophes ayant eu lieu sur le territoire, la gestion des situations d&rsquo;urgence, les programmes d&rsquo;aide aux populations, les foyers qui ont b\u00e9n\u00e9fici\u00e9s des programmes de pr\u00e9vention des catastrophes naturelles.<\/span><\/p><\/blockquote><p><span style=\"font-weight: 400;\">Sur\u00a0<\/span><a href=\"https:\/\/www.fema.gov\/\" target=\"_blank\" rel=\"noopener\">chaque page pr\u00e9sentant un dataset<\/a><span style=\"font-weight: 400;\">, on retrouve des informations sur celui-ci ainsi que sur son contenu et les liens pour t\u00e9l\u00e9charger les donn\u00e9es.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-180ead6 e-flex e-con-boxed e-con\" data-id=\"180ead6\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-508cb2e elementor-widget elementor-widget-heading\" data-id=\"508cb2e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4 - Data.nasa.gov<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebd89e4 elementor-widget elementor-widget-image\" data-id=\"ebd89e4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"891\" height=\"494\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/dataset-nasa.jpg\" class=\"attachment-full size-full wp-image-189136\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/dataset-nasa.jpg 891w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/dataset-nasa-300x166.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/dataset-nasa-768x426.jpg 768w\" sizes=\"(max-width: 891px) 100vw, 891px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0336ef elementor-widget elementor-widget-text-editor\" data-id=\"c0336ef\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La <strong>NASA<\/strong> (National Aeronautics and Space Administration) a d\u00e9cid\u00e9 de rendre public quelques-uns de ses jeux de donn\u00e9es dans le but de \u00ab\u00a0stimuler votre cr\u00e9ativit\u00e9 pour r\u00e9soudre les probl\u00e8mes qui se posent sur Terre\u00a0\u00bb.<\/span><\/p><blockquote><p><span style=\"font-weight: 400;\">En plus de mettre \u00e0 disposition des donn\u00e9es, l\u2019organisation laisse aussi en libre acc\u00e8s des projets men\u00e9s par les chercheurs et des API.<\/span><\/p><\/blockquote><p><span style=\"font-weight: 400;\">Lorsque\u00a0<\/span><a href=\"https:\/\/nasa.github.io\/data-nasa-gov-frontpage\/\" target=\"_blank\" rel=\"noopener\">vous acc\u00e9dez au catalogue de jeux de donn\u00e9es<\/a><span style=\"font-weight: 400;\">, vous pouvez effectuer une recherche par mot-cl\u00e9s ainsi que s\u00e9lectionner plusieurs filtres.<\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">Pour chaque jeu de donn\u00e9es vous aurez acc\u00e8s \u00e0 une description d\u00e9taill\u00e9e des colonnes ainsi qu\u2019une pr\u00e9visualisation.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8455879 e-flex e-con-boxed e-con\" data-id=\"8455879\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3286f73 elementor-widget elementor-widget-heading\" data-id=\"3286f73\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5 - Le site de l\u2019INSEE<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f20248 elementor-widget elementor-widget-image\" data-id=\"3f20248\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.insee.fr\/fr\/accueil\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"239\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/unnamed-3.png\" class=\"attachment-full size-full wp-image-19210\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/unnamed-3.png 512w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/unnamed-3-300x140.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79b8372 elementor-widget elementor-widget-text-editor\" data-id=\"79b8372\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">L\u2019<strong>Institut National de la Statistique<\/strong> et des Etudes Economiques met \u00e0 disposition un large choix de jeux de donn\u00e9es francais tri\u00e9s par th\u00e8mes et granularit\u00e9 g\u00e9ographique. <\/span><\/p><blockquote><p><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">Ces jeux de donn\u00e9es concernent des domaines sp\u00e9cifiques comme l&rsquo;\u00e9conomie, la d\u00e9mographie, la consommation, le march\u00e9 du travail ou encore l\u2019environnement et le d\u00e9veloppement durable.<\/span><\/p><\/blockquote><p><span style=\"font-weight: 400;\">En plus des jeux de donn\u00e9es, l\u2019Institut met \u00e0 disposition des cartes interactives, des chiffres d\u00e9taill\u00e9s ainsi que des s\u00e9ries chronologiques.<\/span><\/p><p><span style=\"font-weight: 400;\">Voil\u00e0 un bref aper\u00e7u des sources de donn\u00e9es en libre acc\u00e8s que l\u2019on peut trouver sur Internet.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">D\u2019une mani\u00e8re g\u00e9n\u00e9rale, certains pays et organisations gouvernementales comme le Canada, le Royaume-Uni ou l\u2019Union europ\u00e9enne mettent \u00e0 disposition des<strong> datasets<\/strong> en acc\u00e8s libre. En France, le site d\u2019Open Data Paris peut aussi \u00eatre une source int\u00e9ressante pour collecter des donn\u00e9es sur la Ville de Paris.<\/span><\/p><p><span style=\"font-weight: 400;\">Enfin, la soci\u00e9t\u00e9 fran\u00e7aise <strong>Opendatasoft<\/strong> s\u2019occupe de cr\u00e9er les sites d\u2019open data de certaines entreprises et organisations comme Engie, SFR, Euler Hermes ou encore le Minist\u00e8re de l\u2019Education nationale et de la jeunesse dont vous trouverez les datasets en libre acc\u00e8s sur Internet.<\/span><\/p><p><span style=\"font-weight: 400;\">Maintenant que vous savez o\u00f9 trouver des datasets de qualit\u00e9, il ne vous reste plus qu\u2019\u00e0 apprendre \u00e0 entra\u00eener vos mod\u00e8les de Machine Learning dessus !\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d36fef elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"0d36fef\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir nos formations au Machine Learning<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Aujourd\u2019hui nous nous retrouvons pour un deuxi\u00e8me article pour apprendre \u00e0 trouver des jeux de donn\u00e9es (ou datasets en anglais) pour entra\u00eener vos algorithmes de Machine Learning car oui, faire des mod\u00e8les c\u2019est bien mais trouver des donn\u00e9es pour entra\u00eener ces mod\u00e8les c\u2019est mieux ! Vous avez manqu\u00e9 le&nbsp;premier \u00e9pisode&nbsp;: Public datasets for machine learning [&hellip;]<\/p>\n","protected":false},"author":78,"featured_media":20380,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2497],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Public datasets for machine Learning : Top 5 des meilleurs sites !<\/title>\n<meta name=\"description\" content=\"Public datasets for machine learning : Vous cherchez \u00e0 connaitre les meilleurs sites ? D\u00e9couvrez cet article sans plus tarder !\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/public-datasets-machine-learning\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TOP 5 des sites o\u00f9 trouver des datasets pour le Machine Learning\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/public-datasets-machine-learning\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2020-11-23T16:43:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-09T14:11:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/11\/illu_map_article_big_2-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1011\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"J\u00e9r\u00e9my Robert\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"J\u00e9r\u00e9my Robert\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/public-datasets-machine-learning\",\"url\":\"https:\/\/datascientest.com\/public-datasets-machine-learning\",\"name\":\"Public datasets for machine Learning : Top 5 des meilleurs sites !\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2020-11-23T16:43:58+00:00\",\"dateModified\":\"2023-11-09T14:11:29+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/7af2361c48e24e79a8aa2360e6e74925\"},\"description\":\"Public datasets for machine learning : Vous cherchez \u00e0 connaitre les meilleurs sites ? 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