{"id":23353,"date":"2025-08-26T12:49:53","date_gmt":"2025-08-26T10:49:53","guid":{"rendered":"https:\/\/testit.uni.lu\/data-science-to-be-or-not-to-be\/"},"modified":"2025-09-30T15:25:04","modified_gmt":"2025-09-30T13:25:04","slug":"data-science-to-be-or-not-to-be","status":"publish","type":"page","link":"https:\/\/testit.uni.lu\/fr\/resources\/data-science-to-be-or-not-to-be\/","title":{"rendered":"Data Science &#8211; To be or not to be"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"23353\" class=\"elementor elementor-23353 elementor-23315\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-09a8319 elementor-section-stretched elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"09a8319\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_direction&quot;:&quot;negative&quot;,&quot;jet_parallax_layout_list&quot;:[],&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:4,&quot;sizes&quot;:[]},&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-50 elementor-top-column elementor-element elementor-element-a51a459\" data-id=\"a51a459\" data-element_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-e245fe3 elementor-widget elementor-widget-heading\" data-id=\"e245fe3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">To be or not to be<\/h2>\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-50 elementor-top-column elementor-element elementor-element-2fa2bfe\" data-id=\"2fa2bfe\" data-element_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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-95cfdd1 elementor-section-stretched elementor-section-full_width elementor-section-height-min-height elementor-section-items-top elementor-section-height-default\" data-id=\"95cfdd1\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-narrow\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8e1ba91\" data-id=\"8e1ba91\" data-element_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-42c2235 elementor-widget elementor-widget-toggle\" data-id=\"42c2235\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7001\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-7001\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><svg class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><svg class=\"elementor-toggle-icon-opened e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Mat\u00e9riel<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-7001\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-7001\"><ul>\n<li><a href=\"https:\/\/testit.uni.lu\/wp-content\/uploads\/2025\/08\/data.zip\">Commute &amp; Music dataset<\/a><\/li>\n<li><a href=\"https:\/\/testit.uni.lu\/wp-content\/uploads\/2025\/08\/animals.zip\">Animal Classification dataset<\/a><\/li>\n<li><a href=\"https:\/\/testit.uni.lu\/wp-content\/uploads\/2025\/08\/obstacles.zip\">Obstacles Classification dataset<\/a><\/li>\n<li><a href=\"https:\/\/testit.uni.lu\/wp-content\/uploads\/2025\/08\/advanced_obstacles.zip\">Obstacles Classification dataset (bigger)<\/a><\/li>\n<li><a href=\"https:\/\/testit.uni.lu\/wp-content\/uploads\/2025\/08\/orange_solution.zip\">Orange Solution<\/a><\/li>\n<\/ul>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7002\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-7002\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><svg class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><svg class=\"elementor-toggle-icon-opened e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Liens pratiques<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-7002\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-7002\"><ul>\n<li><a href=\"https:\/\/orangedatamining.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/orangedatamining.com\/<\/a><\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.kaggle.com\/<\/a><\/li>\n<li><a href=\"https:\/\/rap4mads.eu\/\" target=\"_blank\" rel=\"noopener\">https:\/\/rap4mads.eu\/<\/a><\/li>\n<li><a href=\"https:\/\/www.w3schools.com\/datascience\/default.asp\" target=\"_blank\" rel=\"noopener\">https:\/\/www.w3schools.com\/datascience\/default.asp<\/a><\/li>\n<\/ul>\n<p>Visite <a href=\"https:\/\/testit.uni.lu\/fr\/resources\/data-science-kaleidatascope\/\" target=\"_blank\" rel=\"noopener\">Kaleidatascope<\/a> pour d\u00e9couvrir l&rsquo;autre face de la Data Science. N&rsquo;importe quel platforme d&rsquo;apprentissage machine learning, deep learning, probabilit\u00e9 ou statistiques est pratique. <\/p>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7003\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-7003\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><svg class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><svg class=\"elementor-toggle-icon-opened e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Vid\u00e9os YouTube<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-7003\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-7003\"><ul>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=6GuqNrV8LsQ\" target=\"_blank\" rel=\"noopener\">Exploring Word Chains<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=JheGL6uSF-4\" target=\"_blank\" rel=\"noopener\">I Made a Graph of Wikipedia&#8230; This Is What I Found <\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=LkJpNLIaeVk\" target=\"_blank\" rel=\"noopener\">I Trained AI to Predict Sports<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=zf8XzyBnqXk\" target=\"_blank\" rel=\"noopener\">What makes a good soccer team? (according to network theory) <\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=KZeIEiBrT_w\" target=\"_blank\" rel=\"noopener\">The Strange Math That Predicts (Almost) Anything <\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/@statquest\" target=\"_blank\" rel=\"noopener\">StatQuest<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/@3blue1brown\" target=\"_blank\" rel=\"noopener\">3Blue1Brown<\/a><\/li>\n<\/ul>\n<\/div>\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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb08f73 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"cb08f73\" 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\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"http:\/\/ulsurvey.uni.lu\/index.php\/418524?lang=fr\" target=\"_blank\">\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\">Questionnaire<\/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<\/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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>To be or not to be Mat\u00e9riel Commute &amp; Music dataset Animal Classification dataset Obstacles Classification dataset Obstacles Classification dataset (bigger) Orange Solution Liens pratiques https:\/\/orangedatamining.com\/ https:\/\/www.kaggle.com\/ https:\/\/rap4mads.eu\/ https:\/\/www.w3schools.com\/datascience\/default.asp Visite Kaleidatascope pour d\u00e9couvrir l&#8217;autre face de la Data Science. N&#8217;importe quel platforme d&#8217;apprentissage machine learning, deep learning, probabilit\u00e9 ou statistiques est pratique. Vid\u00e9os YouTube Exploring &hellip; <a href=\"https:\/\/testit.uni.lu\/fr\/resources\/data-science-to-be-or-not-to-be\/\" class=\"more-link\">Continuer la lecture<span class=\"screen-reader-text\"> de &laquo;&nbsp;Data Science &#8211; To be or not to be&nbsp;&raquo;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":11788,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"iawp_total_views":2,"footnotes":""},"class_list":["post-23353","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/testit.uni.lu\/fr\/wp-json\/wp\/v2\/pages\/23353","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/testit.uni.lu\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/testit.uni.lu\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/testit.uni.lu\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testit.uni.lu\/fr\/wp-json\/wp\/v2\/comments?post=23353"}],"version-history":[{"count":4,"href":"https:\/\/testit.uni.lu\/fr\/wp-json\/wp\/v2\/pages\/23353\/revisions"}],"predecessor-version":[{"id":24426,"href":"https:\/\/testit.uni.lu\/fr\/wp-json\/wp\/v2\/pages\/23353\/revisions\/24426"}],"up":[{"embeddable":true,"href":"https:\/\/testit.uni.lu\/fr\/wp-json\/wp\/v2\/pages\/11788"}],"wp:attachment":[{"href":"https:\/\/testit.uni.lu\/fr\/wp-json\/wp\/v2\/media?parent=23353"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}