{"id":5229,"date":"2020-07-08T08:02:07","date_gmt":"2020-07-08T07:02:07","guid":{"rendered":"https:\/\/datascientest.com\/?p=5229"},"modified":"2024-04-16T11:44:23","modified_gmt":"2024-04-16T11:44:23","slug":"formation-en-data-science-distanciel-ou-presentiel-quelle-option-choisir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/formation-en-data-science-distanciel-ou-presentiel-quelle-option-choisir","title":{"rendered":"Formation en data science:  Distanciel ou pr\u00e9sentiel, quelle option choisir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5229\" class=\"elementor elementor-5229\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7d61e0d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7d61e0d\" data-element_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-eab8230\" data-id=\"eab8230\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b5c94ff elementor-widget elementor-widget-text-editor\" data-id=\"b5c94ff\" 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\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\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-ade9d5b e-flex e-con-boxed e-con\" data-id=\"ade9d5b\" 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-2374366 elementor-widget elementor-widget-text-editor\" data-id=\"2374366\" 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<h2>D\u00e9marrer un apprentissage ou d\u00e9cider d\u2019am\u00e9liorer ses comp\u00e9tences, c\u2019est opter pour une p\u00e9dagogie qui semble la plus adapt\u00e9e. Qu\u2019il s\u2019agisse de l\u2019apprentissage d\u2019une langue ou d&rsquo;une formation en <a href=\"https:\/\/datascientest.com\/data-science-definition\">Data Science<\/a> (d\u2019ailleurs pas si \u00e9loign\u00e9e d\u2019un nouveau langage \u00e0 explorer), choisir la bonne m\u00e9thode p\u00e9dagogique est d\u00e9terminant\u00a0 ! L\u2019un des \u00e9l\u00e9ments \u00e0 d\u00e9finir est la \u00ab\u00a0voie d\u2019administration\u00a0\u00bb de cette formation. \u00c0 distance ou en pr\u00e9sentiel, la diversit\u00e9 des acteurs n\u2019aident pas \u00e0 la prise de d\u00e9cision. Revenons rapidement sur les avantages et les inconv\u00e9nients de chacune de ces \u00e9coles.<\/h2>\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-97bb18c e-flex e-con-boxed e-con\" data-id=\"97bb18c\" 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-b0deba9 elementor-widget elementor-widget-heading\" data-id=\"b0deba9\" 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><h3 class=\"elementor-heading-title elementor-size-default\">Se former \u00e0 la data science en pr\u00e9sentiel : La voie traditionnelle \u00e0 bout de souffle ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf1965d elementor-widget elementor-widget-text-editor\" data-id=\"bf1965d\" 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;\">Suivre une <\/span><b>formation \u00e0 la data science<\/b><span style=\"font-weight: 400;\"> en pr\u00e9sentiel c\u2019est \u00e9voluer dans un environnement anim\u00e9 d\u2019une \u00e9mulation intellectuelle commune.\u00a0<\/span><span style=\"font-size: 16px; font-weight: 400;\">La comp\u00e9tition saine qui se met en place entre les \u00e9tudiants pousse chacun \u00e0 donner le meilleur de soi-m\u00eame et permet \u00e9galement l&rsquo;<\/span><b style=\"font-size: 16px;\">entraide<\/b><span style=\"font-size: 16px; font-weight: 400;\"> et le <\/span><b style=\"font-size: 16px;\">partage de connaissances<\/b><span style=\"font-size: 16px; font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">La facilit\u00e9 d\u2019acc\u00e8s \u00e0 un professeur qui peut r\u00e9pondre aux interrogations assure la bonne compr\u00e9hension de chaque apprenant.\u00a0<\/span><span style=\"font-size: 16px; font-weight: 400;\">C\u2019est la raison pour laquelle ce type de cours sont suivis dans leur int\u00e9gralit\u00e9 et avec un dipl\u00f4me obtenu \u00e0 la fin dans la quasi-totalit\u00e9 des cas.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">N\u00e9anmoins, cet apprentissage traditionnel pr\u00e9sente quelques inconv\u00e9nients en particulier dans le cadre de l\u2019apprentissage de la data science:<\/span><\/p><ul><li><span style=\"font-weight: 400;\">Il y a toujours la <\/span><b>question de la mise \u00e0 niveau des PCs <\/b><span style=\"font-weight: 400;\">: il faut une bonne charge computationnel et m\u00e9moire RAM,\u00a0<\/span><\/li><li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Il faut g\u00e9rer les questions de droits administratifs, d\u2019installation de logiciels et de librairies\u2026\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b873c2f elementor-widget elementor-widget-text-editor\" data-id=\"b873c2f\" 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;\">Au del\u00e0 des probl\u00e9matiques d\u2019am\u00e9nagements, il y a celle de<\/span><b> flexibilit\u00e9<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><blockquote><p><span style=\"font-weight: 400;\">Les cours en physique imposent des cr\u00e9neaux horaires pr\u00e9cis, et un d\u00e9placement parfois chronophage\u00a0 souvent incompatible avec l\u2019exercice d\u2019une quelconque autre fonction.\u00a0<\/span><\/p><\/blockquote><p><span style=\"font-weight: 400;\">Il n\u2019y a \u00e9galement pas la possibilit\u00e9 de mettre sur pause cette formation, un handicap pour certains dans la gestion de leurs projets. La crise du COVID-19 a r\u00e9cemment d\u00e9montr\u00e9 une faiblesse inh\u00e9rente \u00e0 ce syst\u00e8me: la <\/span><b>pr\u00e9sence physique ne peut pas toujours \u00eatre assur\u00e9e<\/b><span style=\"font-weight: 400;\">, m\u00eame si les cours en visioconf\u00e9rence, ont su &#8211; plus ou moins bien &#8211; remplacer les cours en physique. Enfin si l&rsquo;\u00e9mulation est certaine gr\u00e2ce au principe de classe physique, celle-ci est aussi responsable d\u2019une <\/span><b>in\u00e9galit\u00e9 de rythme<\/b><span style=\"font-weight: 400;\"> : soit celui donn\u00e9 par le peloton de t\u00eate de la classe soit celui donn\u00e9 par ceux qui ont des difficult\u00e9s.<\/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-92a72d9 e-flex e-con-boxed e-con\" data-id=\"92a72d9\" 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-74cdb26 elementor-widget elementor-widget-heading\" data-id=\"74cdb26\" 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\">Se former \u00e0 la data science en ligne : la fausse bonne id\u00e9e ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41b6712 elementor-widget elementor-widget-text-editor\" data-id=\"41b6712\" 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>Pour combler cette rigidit\u00e9 du cours en pr\u00e9sentiel, des <strong>cours 100 % en ligne<\/strong> se sont d\u00e9velopp\u00e9s depuis quelques ann\u00e9es. Ils ont l\u2019avantage d\u2019\u00eatre <strong>tr\u00e8s flexible<\/strong> en termes d\u2019horaires, de rythme et de localisation. Tout est laiss\u00e9 au choix de l\u2019\u00e9tudiant.\u00a0<\/p><p>Malheureusement cette nouvelle libert\u00e9 implique de nouvelles failles<\/p><blockquote><p>Ces formations dont le rythme est souvent moins contraignant prennent g\u00e9n\u00e9ralement plus de temps car l\u2019\u00e9tudiant g\u00e8re lui-m\u00eame son calendrier d\u2019apprentissage sans toujours le mettre en priorit\u00e9.\u00a0<\/p><\/blockquote><p>De plus, ces formations enti\u00e8rement en ligne <strong>perdent souvent en qualit\u00e9 et en suivi<\/strong> comme elles sont d\u00e9pourvues d\u2019un vrai professeur qui assure la compr\u00e9hension de sa classe.<\/p><p>Le support de cours n\u2019est pas toujours adapt\u00e9 \u00e0 l\u2019\u00e9tudiant et ses questions restent trop souvent sans r\u00e9ponse ou alors les r\u00e9ponses qu&rsquo;il re\u00e7oit manquent cruellement de personnalisation.\u00a0<\/p><p>\u00c0 cela s\u2019ajoute une grande part\u00a0 d\u2019automatisation, en particulier les tests standardis\u00e9s qui sont corrig\u00e9s de fa\u00e7on automatique, sans grand apport pour l\u2019\u00e9tudiant.\u00a0<\/p><p>Ces difficult\u00e9s rencontr\u00e9es par les apprenants expliquent un taux de compl\u00e9tion des formations en ligne nettement plus faible que celui des cours en pr\u00e9sentiel. Selon\u00a0<a href=\"https:\/\/etudiant.lefigaro.fr\/article\/a-quoi-ressemble-l-apres-mooc_909bd75e-ce9f-11e7-8ec4-fc070299eb66\/\">Le Figaro \u00c9tudiant<\/a>, seul 10% des \u00e9tudiants irait \u00e0 bout de leur formation en ligne type Mooc\u2026<\/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-ab849a9 e-flex e-con-boxed e-con\" data-id=\"ab849a9\" 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<div class=\"elementor-element elementor-element-44261b5 e-con-full e-flex e-con\" data-id=\"44261b5\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d44912 elementor-widget elementor-widget-text-editor\" data-id=\"4d44912\" 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>Ces difficult\u00e9s rencontr\u00e9es par les apprenants expliquent un taux de compl\u00e9tion des formations en ligne nettement plus faible que celui des cours en pr\u00e9sentiel.\u00a0<\/p><p>Selon\u00a0<a href=\"https:\/\/etudiant.lefigaro.fr\/article\/a-quoi-ressemble-l-apres-mooc_909bd75e-ce9f-11e7-8ec4-fc070299eb66\/\">Le Figaro \u00c9tudiant<\/a>, seul 10% des \u00e9tudiants irait \u00e0 bout de leur formation en ligne type Mooc\u2026<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-323699b e-con-full e-flex e-con\" data-id=\"323699b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55938f2 elementor-widget elementor-widget-image\" data-id=\"55938f2\" 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<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/07\/young-annoyed-female-freelancer-using-laptop-at-home-3808008-1024x683.jpg\" class=\"attachment-large size-large wp-image-5250\" alt=\"ennui\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/07\/young-annoyed-female-freelancer-using-laptop-at-home-3808008-1024x683.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/07\/young-annoyed-female-freelancer-using-laptop-at-home-3808008-300x200.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/07\/young-annoyed-female-freelancer-using-laptop-at-home-3808008-768x512.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/07\/young-annoyed-female-freelancer-using-laptop-at-home-3808008-1536x1024.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2020\/07\/young-annoyed-female-freelancer-using-laptop-at-home-3808008-2048x1365.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ddbdca2 e-flex e-con-boxed e-con\" data-id=\"ddbdca2\" 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-d78fa1e elementor-widget elementor-widget-heading\" data-id=\"d78fa1e\" 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\">L\u2019hybride, la solution la mieux adapt\u00e9e aux data sciences ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffee083 elementor-widget elementor-widget-text-editor\" data-id=\"ffee083\" 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;\">Pour r\u00e9pondre aux nouveaux d\u00e9fis de l\u2019apprentissage DataScientest a mis en place\u00a0<\/span><a href=\"https:\/\/datascientest.com\/#formations\" target=\"_blank\" rel=\"noopener\">une formation hybride<\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Pour la premi\u00e8re fois en data science, l\u2019enseignement prodigu\u00e9 permet de profiter des avantages de chacune des deux m\u00e9thodes tout en r\u00e9duisant au maximum leurs inconv\u00e9nients.<\/span><\/p><blockquote><p><span style=\"font-weight: 400;\">Le suivi personnalis\u00e9 est assur\u00e9 par la <\/span><b>cr\u00e9ation de cohortes<\/b><span style=\"font-weight: 400;\">, qui servent de classe et dont <\/span><b>l\u2019un de nos professeurs est responsable<\/b><span style=\"font-weight: 400;\">. Ce <\/span><b>suivi individualis\u00e9<\/b><span style=\"font-weight: 400;\"> signifie que chaque apprenant jouit des avantages d\u2019un professeur \u00e0 l\u2019\u00e9coute qu\u2019il peut interroger \u00e0 tout moment, et qui le relancera au moindre rel\u00e2chement.\u00a0<\/span><\/p><\/blockquote><p><span style=\"font-weight: 400;\">Il y a de plus des comp\u00e9tences concr\u00e8te d\u00e9velopp\u00e9es gr\u00e2ce \u00e0 un <\/span><b>projet data fil rouge<\/b><span style=\"font-weight: 400;\"> qui rythme la formation, avec des rendus attendus \u00e0 fr\u00e9quence r\u00e9guli\u00e8re: les comp\u00e9tences ne restent pas th\u00e9oriques et sont mises en pratique.<\/span><\/p><p><span style=\"font-weight: 400;\">Enfin, <\/span><b>fini l\u2019automatisation des corrections<\/b><span style=\"font-weight: 400;\">, tous les examens sont corrig\u00e9s par nos professeurs \u00e0 la main, avec un rendu individualis\u00e9 pour chaque \u00e9tudiant.\u00a0<\/span><\/p><blockquote><p><span style=\"font-weight: 400;\">En addition, la plateforme 100% full Saas, permet de jouir des avantages du distanciel. Hormis le calendrier d\u2019apprentissage propre \u00e0 chaque classe (lancement\u00a0 et fin de sprint accompagn\u00e9s de s\u00e9ances de coaching), nos formations permettent la flexibilit\u00e9 de la formation \u00e0 distance.<\/span><\/p><\/blockquote><p><span style=\"font-weight: 400;\">Enfin, comme chacun a ses projets et ne dispose pas du m\u00eame temps, nos formations sont disponibles en <\/span><b>format continu<\/b><span style=\"font-weight: 400;\"> ou en <\/span><b>formation boot camp<\/b><span style=\"font-weight: 400;\">. L\u2019apprenant, peut alors d\u00e9cider de s\u2019y consacrer \u00e0 <\/span><b>temps plein<\/b><span style=\"font-weight: 400;\"> ou <\/span><b>de mani\u00e8re moins intensive<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En somme, c\u2019est la formation qui permet de coupler les avantages des deux m\u00e9thodes sans les inconv\u00e9nients : le taux de compl\u00e9tion parmi nos 1500 alumnis est de 100%. C\u2019est une <\/span><b>m\u00e9thode particuli\u00e8rement adapt\u00e9e aux data sciences<\/b><span style=\"font-weight: 400;\"> qui porte d\u00e9j\u00e0 ses fruits !\u00a0<\/span><\/p><p>Envie de d\u00e9marrer une formation en data science prochainement ?\u00a0<\/p><p><a href=\"https:\/\/datascientest.com\/#dateformations\" target=\"_blank\" rel=\"noopener\">D\u00e9couvrez toutes nos dates de lancements<\/a>\u00a0!\u00a0<\/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\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>D\u00e9marrer un apprentissage ou d\u00e9cider d\u2019am\u00e9liorer ses comp\u00e9tences, c\u2019est opter pour une p\u00e9dagogie qui semble la plus adapt\u00e9e. Qu\u2019il s\u2019agisse de l\u2019apprentissage d\u2019une langue ou d&rsquo;une formation en Data Science (d\u2019ailleurs pas si \u00e9loign\u00e9e d\u2019un nouveau langage \u00e0 explorer), choisir la bonne m\u00e9thode p\u00e9dagogique est d\u00e9terminant\u00a0 ! L\u2019un des \u00e9l\u00e9ments \u00e0 d\u00e9finir est la \u00ab\u00a0voie [&hellip;]<\/p>\n","protected":false},"author":22,"featured_media":5232,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417],"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>Formation en data science: Distanciel ou pr\u00e9sentiel, quelle option choisir?<\/title>\n<meta name=\"description\" content=\"Vous cherchez une formation en data science : Distanciel ou pr\u00e9sentiel : Quel est le format adapt\u00e9 ? 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