{"id":6031,"date":"2022-02-03T08:24:58","date_gmt":"2022-02-03T07:24:58","guid":{"rendered":"https:\/\/lyon-geologie.univ-lyon1.fr\/?page_id=6031"},"modified":"2023-01-17T11:53:44","modified_gmt":"2023-01-17T10:53:44","slug":"m1_outilsnum","status":"publish","type":"page","link":"https:\/\/lyongeologie.fr\/en\/m1-geosciences\/m1_outilsnum\/","title":{"rendered":"M1 Outils num\u00e9riques"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"6031\" class=\"elementor elementor-6031\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-71a7feac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"71a7feac\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4ad7263e\" data-id=\"4ad7263e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dd19e0a elementor-widget elementor-widget-text-editor\" data-id=\"dd19e0a\" data-element_type=\"widget\" data-e-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\t\t<h2><strong>Numerical tools in Earth Sciences<br \/><\/strong><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-770a7bd3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"770a7bd3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-a20b923\" data-id=\"a20b923\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8b6e597 elementor-widget elementor-widget-text-editor\" data-id=\"8b6e597\" data-element_type=\"widget\" data-e-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\t\t<p><em>3 Credits<\/em><\/p><p><em>Contact: <a href=\"mailto:cathy.quantin-nataf@univ-lyon1.fr\">Cathy QUANTIN-NATAF<\/a><br \/><\/em><\/p>\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-75ab869 elementor-widget elementor-widget-image\" data-id=\"75ab869\" data-element_type=\"widget\" data-e-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=\"150\" height=\"150\" src=\"https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/Cathy_Quantin.png\" class=\"attachment-large size-large wp-image-9115\" alt=\"\" \/>\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-50cdd155 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"50cdd155\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/lyon-geologie.univ-lyon1.fr\/m1-geosciences\/#m1_tc\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to the previous page<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-79243e10\" data-id=\"79243e10\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7e7458c8 elementor-widget elementor-widget-text-editor\" data-id=\"7e7458c8\" data-element_type=\"widget\" data-e-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\t\t<p>Cette UE vous apportera la ma\u00eetrise d&rsquo;une large vari\u00e9t\u00e9 d\u2019outils num\u00e9riques en Sciences de la Terre (cartographie, visualisation, mod\u00e9lisation 3D, \u00e9dition de figures, logiciel d\u2019analyse de donn\u00e9es et d\u2019intelligence artificielle)<\/p>\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-43b313a6 elementor-widget elementor-widget-image\" data-id=\"43b313a6\" data-element_type=\"widget\" data-e-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 fetchpriority=\"high\" decoding=\"async\" width=\"727\" height=\"250\" src=\"https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/methode_num.jpg\" class=\"attachment-large size-large wp-image-9893\" alt=\"\" srcset=\"https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/methode_num.jpg 727w, https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/methode_num-300x103.jpg 300w\" sizes=\"(max-width: 727px) 100vw, 727px\" \/>\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-7eecd14 elementor-widget elementor-widget-text-editor\" data-id=\"7eecd14\" data-element_type=\"widget\" data-e-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\t\t<p><strong>Contents:\u00a0<\/strong><\/p><ul><li style=\"list-style-type: none;\"><ul><li style=\"list-style-type: none;\"><ul><li>G\u00e9ologie 3D 10h (Introduction mod\u00e9lisation g\u00e9ologique en 3D)<\/li><li>Statistiques multi-vari\u00e9es 6h : R\u00e9duction de donn\u00e9es, Analyse en Composantes Principales, Classifications&#8230;.<\/li><li>Statistiques spatiales 6h : Syst\u00e8mes d&rsquo;Information G\u00e9ographiques avanc\u00e9s<\/li><li>Outils de l\u2019Intelligence artificielle 6h\u00a0 : pr\u00e9sentation des diff\u00e9rents algorithmes et leurs limites\u00a0 (Objectif : d\u00e9couverte des librairies Python (https:\/\/scikit-learn.org\/stable\/)<\/li><li>Repr\u00e9sentation 2h: (travailler des figures avec Illustrator-Inkscape)<\/li><\/ul><\/li><\/ul><\/li><\/ul><div><strong>Pr\u00e9requis:<\/strong> Math\/Info\/SIG de\u00a0 niveau L3<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3934cbab elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3934cbab\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-437a9d9b\" data-id=\"437a9d9b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Outils num\u00e9riques en Sciences de la Terre Cr\u00e9dits : 3 ECTS Responsable : Cathy QUANTIN-NATAF Retour \u00e0 la liste des UEs Cette UE vous apportera la ma\u00eetrise d&rsquo;une large vari\u00e9t\u00e9 d\u2019outils num\u00e9riques en Sciences de la Terre (cartographie, visualisation, mod\u00e9lisation 3D, \u00e9dition de figures, logiciel d\u2019analyse de donn\u00e9es et d\u2019intelligence artificielle) Contenu :\u00a0 G\u00e9ologie 3D [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":511,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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