{"id":4089,"date":"2022-02-01T21:51:20","date_gmt":"2022-02-01T20:51:20","guid":{"rendered":"https:\/\/lyon-geologie.univ-lyon1.fr\/?page_id=4089"},"modified":"2025-04-11T16:59:01","modified_gmt":"2025-04-11T14:59:01","slug":"l3m-num","status":"publish","type":"page","link":"https:\/\/lyongeologie.fr\/en\/l3-mag\/l3m-num\/","title":{"rendered":"L3 GEONAT Informatique et Traitement de donn\u00e9es"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"4089\" class=\"elementor elementor-4089\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ec03a59 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ec03a59\" 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-5ca7fc3a\" data-id=\"5ca7fc3a\" 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-5c3ee78 elementor-widget elementor-widget-text-editor\" data-id=\"5c3ee78\" 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>Computing and data processing<\/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-1067213c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1067213c\" 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-1888a270\" data-id=\"1888a270\" 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-3fa1c39c elementor-widget elementor-widget-text-editor\" data-id=\"3fa1c39c\" 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>Credits: <\/em>3 ECTS<\/p><p><em>Contact: <a href=\"mailto:pascal.allemand@univ-lyon1.fr\">Pascal ALLEMAND<\/a><\/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-1d37441 elementor-widget elementor-widget-image\" data-id=\"1d37441\" 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\/Pascal_Allemand-1.png\" class=\"attachment-large size-large wp-image-9777\" 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-8fb5a33 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"8fb5a33\" 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\/l3-mag\/#l3mag_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-62eb753\" data-id=\"62eb753\" 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-3912f151 elementor-widget elementor-widget-text-editor\" data-id=\"3912f151\" 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>La ma\u00eetrise d\u2019un langage de programmation est une comp\u00e9tence importante qui permet au scientifique de traiter les donn\u00e9es de la fa\u00e7on la plus pertinente et efficace possible. L\u2019objectif de cet enseignement, qui poursuit les apprentissages informatiques de L2, est de rendre les \u00e9tudiants autonomes pour la r\u00e9daction de programmes en python et le traitement de donn\u00e9es. Les comp\u00e9tences en algorithmique acquises en L2 seront renforc\u00e9es. Quelques m\u00e9thodes statistiques de traitement des donn\u00e9es seront abord\u00e9es. L\u2019UE se termine par un projet associant programmation et traitement de donn\u00e9es.<\/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-4c2ef009 elementor-widget elementor-widget-image\" data-id=\"4c2ef009\" 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=\"915\" height=\"518\" src=\"https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/l3m_num.jpg\" class=\"attachment-large size-large wp-image-4103\" alt=\"\" srcset=\"https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/l3m_num.jpg 915w, https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/l3m_num-300x170.jpg 300w, https:\/\/lyongeologie.fr\/wp-content\/uploads\/2022\/02\/l3m_num-768x435.jpg 768w\" sizes=\"(max-width: 915px) 100vw, 915px\" \/>\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\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>Informatique et Traitements de donn\u00e9es Cr\u00e9dits : 3 ECTS Responsable : Pascal ALLEMAND Retour \u00e0 la liste des UEs La ma\u00eetrise d\u2019un langage de programmation est une comp\u00e9tence importante qui permet au scientifique de traiter les donn\u00e9es de la fa\u00e7on la plus pertinente et efficace possible. L\u2019objectif de cet enseignement, qui poursuit les apprentissages informatiques [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":501,"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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-4089","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages\/4089","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/comments?post=4089"}],"version-history":[{"count":18,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages\/4089\/revisions"}],"predecessor-version":[{"id":18605,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages\/4089\/revisions\/18605"}],"up":[{"embeddable":true,"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/pages\/501"}],"wp:attachment":[{"href":"https:\/\/lyongeologie.fr\/en\/wp-json\/wp\/v2\/media?parent=4089"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}