{"id":4487,"date":"2026-09-23T18:27:39","date_gmt":"2026-09-23T18:27:39","guid":{"rendered":"https:\/\/mpf-academy.ae\/programme\/llm-et-analyse-documentaire-cadrer-extraire-et-verifier-ses-documents\/"},"modified":"2026-09-24T09:45:40","modified_gmt":"2026-09-24T09:45:40","slug":"llm-et-analyse-documentaire-cadrer-extraire-et-verifier-ses-documents","status":"publish","type":"product","link":"https:\/\/mpf-academy.ae\/fr\/programme\/llm-et-analyse-documentaire-cadrer-extraire-et-verifier-ses-documents\/","title":{"rendered":"LLM et analyse documentaire : cadrer, extraire et v\u00e9rifier ses documents"},"content":{"rendered":"<div class=\"mpfa\" id=\"mpfa-top\">\n\n\t<nav class=\"mpfa-crumbs\" aria-label=\"Fil d\u2019Ariane\">\n\t\t<a href=\"https:\/\/mpf-academy.ae\/fr\/\">Accueil<\/a>\n\t\t<span aria-hidden=\"true\">\u203a<\/span>\n\t\t<a href=\"https:\/\/mpf-academy.ae\/fr\/nos-programmes\/\">Programmes<\/a>\n\t\t\t\t\t<span aria-hidden=\"true\">\u203a<\/span>\n\t\t\t<a href=\"https:\/\/mpf-academy.ae\/fr\/academy\/bureautique-et-donnees\/\">Bureautique et donn\u00e9es<\/a>\n\t\t\t\t<span aria-hidden=\"true\">\u203a<\/span>\n\t\t<span class=\"mpfa-crumbs-here\">LLM et analyse documentaire : cadrer, extraire et v\u00e9rifier ses documents<\/span>\n\t<\/nav>\n\n\t<header class=\"mpfa-hero\">\n\t\t\n\t\t<h1 class=\"mpfa-title\">LLM et analyse documentaire : cadrer, extraire et v\u00e9rifier ses documents<\/h1>\n\n\t\t\t\t\t<p class=\"mpfa-lede\">Faire lire ses contrats, rapports et comptes rendus par un mod\u00e8le de langage sans perdre la ma\u00eetrise du r\u00e9sultat<\/p>\n\t\t\n\t\t<ul class=\"mpfa-facts\">\n\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"9\"\/><path d=\"M12 7v5l3 2\"\/><\/svg>0,43 jours \u2014 3 h<\/li>\n\t\t\t\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"4\" width=\"18\" height=\"12\" rx=\"2\"\/><path d=\"M8 20h8M12 16v4\"\/><\/svg>Classe virtuelle<\/li>\n\t\t\t\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M4 20V10M10 20V4M16 20v-8M22 20V7\"\/><\/svg>Perfectionnement<\/li>\n\t\t\t\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M16 19v-1a4 4 0 0 0-4-4H6a4 4 0 0 0-4 4v1\"\/><circle cx=\"9\" cy=\"7\" r=\"4\"\/><path d=\"M22 19v-1a4 4 0 0 0-3-3.87\"\/><\/svg>Jusqu\u2019\u00e0 6 participants<\/li>\n\t\t\t\t\t\t\t\t<\/ul>\n\t<\/header>\n\n\t<nav class=\"mpfa-anchors\" aria-label=\"Sections\">\n\t\t<div class=\"mpfa-anchors-in\">\n\t\t\t\t\t\t\t<a href=\"#mpfa-objectives\" data-target=\"mpfa-objectives\">Objectifs<\/a>\n\t\t\t\t\t\t\t<a href=\"#mpfa-programme\" data-target=\"mpfa-programme\">Programme<\/a>\n\t\t\t\t\t\t\t<a href=\"#mpfa-audience\" data-target=\"mpfa-audience\">Public concern\u00e9<\/a>\n\t\t\t\t\t\t\t<a href=\"#mpfa-sessions\" data-target=\"mpfa-sessions\">Dates et lieux<\/a>\n\t\t\t\t\t\t\t<a href=\"#mpfa-practical\" data-target=\"mpfa-practical\">Informations pratiques<\/a>\n\t\t\t\t\t<\/div>\n\t<\/nav>\n\n\t<div class=\"mpfa-grid\">\n\n\t\t<main class=\"mpfa-main\">\n\n\t\t\t\t\t\t\t<div class=\"mpfa-intro\">\n\t\t\t\t\t\t\t\t\t\t\t<p>Les \u00e9quipes croulent sous les documents : appels d&#039;offres, rapports d&#039;audit, comptes rendus de r\u00e9union, contrats fournisseurs. Les premiers essais avec un mod\u00e8le de langage donnent des r\u00e9sum\u00e9s plausibles mais impossibles \u00e0 v\u00e9rifier, et personne ne sait quelle partie du document a r\u00e9ellement \u00e9t\u00e9 lue.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<p>Deux heures pour poser une m\u00e9thode de travail : pr\u00e9parer le corpus, \u00e9crire des consignes qui imposent la citation du passage source, comparer les r\u00e9ponses obtenues et rep\u00e9rer les cas o\u00f9 le mod\u00e8le extrapole. Ce format court vise l&#039;usage imm\u00e9diat sur les documents que chaque participant apporte.<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t\t<section class=\"mpfa-card mpfa-objectives\" id=\"mpfa-objectives\">\n\t\t\t\t\t<h2>Objectifs p\u00e9dagogiques<\/h2>\n\t\t\t\t\t<ul class=\"mpfa-ticks\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"m20 6-11 11-5-5\"\/><\/svg><span>Pr\u00e9parer un corpus documentaire exploitable par un mod\u00e8le de langage<\/span><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"m20 6-11 11-5-5\"\/><\/svg><span>R\u00e9diger des consignes d&#039;extraction qui imposent la citation du passage source<\/span><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"m20 6-11 11-5-5\"\/><\/svg><span>Comparer plusieurs formulations de requ\u00eate sur un m\u00eame document<\/span><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"m20 6-11 11-5-5\"\/><\/svg><span>Rep\u00e9rer les r\u00e9ponses extrapol\u00e9es avant toute diffusion<\/span><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"m20 6-11 11-5-5\"\/><\/svg><span>Organiser un contr\u00f4le humain proportionn\u00e9 \u00e0 l&#039;enjeu du document<\/span><\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/section>\n\t\t\t\n\t\t\t\t\t\t\t<section class=\"mpfa-strengths\">\n\t\t\t\t\t<h2>Les points forts<\/h2>\n\t\t\t\t\t<div class=\"mpfa-strength-grid\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mpfa-strength\">Travail sur les documents r\u00e9ellement apport\u00e9s par les participants<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mpfa-strength\">Une grille de v\u00e9rification des r\u00e9ponses produites par le mod\u00e8le<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mpfa-strength\">Des consignes d&#039;extraction r\u00e9utilisables telles quelles apr\u00e8s la session<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/section>\n\t\t\t\n\t\t\t\t\t\t\t<section class=\"mpfa-programme\" id=\"mpfa-programme\">\n\t\t\t\t\t<h2>Programme<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t<article class=\"mpfa-module\">\n\t\t\t\t\t\t\t<h3><span class=\"mpfa-num\">1<\/span>Cadrer la demande documentaire<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"mpfa-sub\">Savoir ce que l&#039;on cherche<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"mpfa-bullets\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Typologie des t\u00e2ches d&#039;analyse documentaire<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Choisir le document utile plut\u00f4t que le corpus entier<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>D\u00e9coupage et nettoyage pr\u00e9alable des fichiers<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Limites li\u00e9es \u00e0 la taille de la fen\u00eatre de contexte<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<aside class=\"mpfa-note mpfa-note--navy\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"mpfa-note-kind\">\u00c0 retenir<\/span>\n\t\t\t\t\t\t\t\t\t\t<p>Une t\u00e2che mal formul\u00e9e produit un r\u00e9sum\u00e9 cr\u00e9dible et faux.<\/p>\n\t\t\t\t\t\t\t\t\t<\/aside>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t<article class=\"mpfa-module\">\n\t\t\t\t\t\t\t<h3><span class=\"mpfa-num\">2<\/span>\u00c9crire des consignes qui tiennent<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"mpfa-sub\">La pr\u00e9cision avant la longueur<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"mpfa-bullets\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Consigne d&#039;extraction champ par champ<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Exigence de citation du passage source<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Format de sortie impos\u00e9 au mod\u00e8le<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Reformulation progressive en cas de r\u00e9ponse floue<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<aside class=\"mpfa-note mpfa-note--navy\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"mpfa-note-kind\">Atelier<\/span>\n\t\t\t\t\t\t\t\t\t\t<p>R\u00e9daction d&#039;une consigne d&#039;extraction appliqu\u00e9e \u00e0 un contrat apport\u00e9 par le participant.<\/p>\n\t\t\t\t\t\t\t\t\t<\/aside>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t\t\t\t\t<article class=\"mpfa-module\">\n\t\t\t\t\t\t\t<h3><span class=\"mpfa-num\">3<\/span>V\u00e9rifier avant de diffuser<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"mpfa-sub\">Le contr\u00f4le reste humain<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"mpfa-bullets\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Relecture cibl\u00e9e des passages cit\u00e9s<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Rep\u00e9rage des affirmations sans appui dans le texte<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>Tra\u00e7abilit\u00e9 des requ\u00eates et des versions<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>R\u00e8gles de confidentialit\u00e9 sur les documents sensibles<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<aside class=\"mpfa-note mpfa-note--navy\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"mpfa-note-kind\">Cas pratique<\/span>\n\t\t\t\t\t\t\t\t\t\t<p>Contr\u00f4le crois\u00e9 de deux r\u00e9ponses obtenues sur le m\u00eame rapport, puis arbitrage.<\/p>\n\t\t\t\t\t\t\t\t\t<\/aside>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/section>\n\t\t\t\n\t\t\t\t\t\t\t<section class=\"mpfa-two\" id=\"mpfa-audience\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"mpfa-card\">\n\t\t\t\t\t\t\t<h2>Public concern\u00e9<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Analystes de donn\u00e9es et charg\u00e9s d&#039;\u00e9tudes, ainsi que toute personne traitant des volumes importants de documents m\u00e9tier.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mpfa-card\">\n\t\t\t\t\t\t\t<h2>Pr\u00e9requis<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>Avoir d\u00e9j\u00e0 utilis\u00e9 un assistant conversationnel de type LLM dans un cadre professionnel.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/section>\n\t\t\t\n\t\t\t<section class=\"mpfa-sessions\" id=\"mpfa-sessions\"\n\tdata-limit=\"6\"\n\tdata-more=\"Voir les %s dates\"\n\tdata-less=\"Afficher moins de dates\"\n\tdata-empty=\"Aucune date programm\u00e9e sur ce lieu pour le moment. Dites-nous ce qui vous conviendrait et nous en ouvrirons une.\">\n\t<h2>Dates et lieux<\/h2>\n\n\t<p class=\"mpfa-sessions-lead\">\n\t\t12 dates programm\u00e9es entre novembre 2026 et d\u00e9cembre 2027.\t\tLes places sont confirm\u00e9es par ordre d\u2019arriv\u00e9e des demandes.\t<\/p>\n\n\t\n\t<div class=\"mpfa-sessions-list\">\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2026-11\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">novembre 2026<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>30 novembre 2026<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2026-11-30#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2026-12\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">d\u00e9cembre 2026<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>16 d\u00e9cembre 2026<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2026-12-16#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-01\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">janvier 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>13 janvier 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-01-13#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-02\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">f\u00e9vrier 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>3 f\u00e9vrier 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-02-03#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-03\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">mars 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>25 mars 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-03-25#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-04\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">avril 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>29 avril 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-04-29#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-05\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">mai 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>31 mai 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-05-31#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-06\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">juin 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>30 juin 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-06-30#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-09\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">septembre 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>27 septembre 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-09-27#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-10\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">octobre 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>13 octobre 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-10-13#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-11\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">novembre 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>24 novembre 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-11-24#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mpfa-month\" data-month=\"2027-12\">\n\t\t\t\t<h3 class=\"mpfa-month-title\">d\u00e9cembre 2027<\/h3>\n\t\t\t\t<ul class=\"mpfa-rows\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"mpfa-row\" data-city=\"Online\">\n\t\t\t\t\t\t\t<p class=\"mpfa-row-when\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t\t<strong>15 d\u00e9cembre 2027<\/strong>\n\t\t\t\t\t\t\t\t<small>1 jour<\/small>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-where\">\n\t\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>\t\t\t\t\t\t\t\t<span>\u00c0 distance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<em>Classe virtuelle<\/em>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<p class=\"mpfa-row-go\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost mpfa-btn--sm\" href=\"\/?ref=MPF-DAT-0012&#038;date=2027-12-15#contact\">Demander cette date<\/a>\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t<p class=\"mpfa-sessions-note\">Aucune de ces dates ne vous convient ? Nous ouvrons des sessions suppl\u00e9mentaires sur demande, et chaque programme peut \u00eatre organis\u00e9 pour votre seule \u00e9quipe.<\/p>\n<\/section>\n\n\t\t\t<section class=\"mpfa-practical\" id=\"mpfa-practical\">\n\t\t\t\t<h2>Informations pratiques<\/h2>\n\t\t\t\t<dl class=\"mpfa-dl\">\n\t\t\t\t\t\t\t\t\t\t\t<dt>Avant la formation<\/dt>\n\t\t\t\t\t\t<dd>Questionnaire de positionnement en ligne. Vos objectifs de progr\u00e8s sont transmis au formateur, qui adapte les cas pratiques \u00e0 votre contexte.<\/dd>\n\t\t\t\t\t\t\t\t\t\t\t<dt>M\u00e9thodes p\u00e9dagogiques<\/dt>\n\t\t\t\t\t\t<dd>Apports th\u00e9oriques, ateliers et cas pratiques. Support de cours num\u00e9rique et fiches m\u00e9thodes fournis.<\/dd>\n\t\t\t\t\t\t\t\t\t\t\t<dt>\u00c9valuation<\/dt>\n\t\t\t\t\t\t<dd>QCM et mises en situation. \u00c9valuation des acquis en d\u00e9but et en fin de parcours, \u00e9valuation \u00e0 chaud et \u00e0 froid \u00e0 60 jours.<\/dd>\n\t\t\t\t\t\t\t\t\t\t\t<dt>Apr\u00e8s la formation<\/dt>\n\t\t\t\t\t\t<dd>1 an d&#039;acc\u00e8s \u00e0 l&#039;espace e-learning. Auto-\u00e9valuation des comp\u00e9tences acquises et point de suivi \u00e0 30 jours avec votre formateur.<\/dd>\n\t\t\t\t\t\t\t\t\t\t\t<dt>Modalit\u00e9s d\u2019inscription<\/dt>\n\t\t\t\t\t\t<dd>Inscription en ligne ou sur devis.<\/dd>\n\t\t\t\t\t\t\t\t\t\t\t<dt>D\u00e9lai d\u2019acc\u00e8s<\/dt>\n\t\t\t\t\t\t<dd>11 jours ouvr\u00e9s apr\u00e8s confirmation de l&#039;inscription.<\/dd>\n\t\t\t\t\t\t\t\t\t\t\t<dt>Accessibilit\u00e9<\/dt>\n\t\t\t\t\t\t<dd>Nos formations sont accessibles aux personnes en situation de handicap. Contactez notre \u00e9quipe accessibilit\u00e9 pour d\u00e9finir ensemble une solution adapt\u00e9e : contact@mpf-academy.ae<\/dd>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<dt>Dates de d\u00e9marrage<\/dt>\n\t\t\t\t\t\t<dd>Entr\u00e9es permanentes : en plus des sessions programm\u00e9es, cette formation peut d\u00e9marrer sur demande.<\/dd>\n\t\t\t\t\t\t\t\t\t<\/dl>\n\t\t\t<\/section>\n\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t<\/main>\n\n\t\t<aside class=\"mpfa-side\">\n\t\t\t<div class=\"mpfa-box\">\n\t\t\t\t<div class=\"mpfa-tabs\" role=\"tablist\">\n\t\t\t\t\t<button type=\"button\" role=\"tab\" class=\"is-on\" data-tab=\"group\">Intra-entreprise<\/button>\n\t\t\t\t\t<button type=\"button\" role=\"tab\" data-tab=\"open\">Inter-entreprises<\/button>\n\t\t\t\t\t<button type=\"button\" role=\"tab\" data-tab=\"custom\">Sur mesure<\/button>\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<p class=\"mpfa-ref\">R\u00e9f. MPF-DAT-0012<\/p>\n\t\t\t\t\n\t\t\t\t<div class=\"mpfa-pane is-on\" data-pane=\"group\">\n\t\t\t\t\t<p>Vous souhaitez former plusieurs collaborateurs sur ce programme, dans vos locaux \u00e0 Duba\u00ef ou Abu Dhabi, ou en classe virtuelle ? La session est r\u00e9serv\u00e9e \u00e0 votre \u00e9quipe, aux dates de votre choix.<\/p>\n\t\t\t\t\t<ul class=\"mpfa-meta\">\n\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M16 19v-1a4 4 0 0 0-4-4H6a4 4 0 0 0-4 4v1\"\/><circle cx=\"9\" cy=\"7\" r=\"4\"\/><path d=\"M22 19v-1a4 4 0 0 0-3-3.87\"\/><\/svg>Jusqu\u2019\u00e0 10 collaborateurs<\/li>\n\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 10c0 6-8 12-8 12s-8-6-8-12a8 8 0 1 1 16 0Z\"\/><circle cx=\"12\" cy=\"10\" r=\"3\"\/><\/svg>Dans vos locaux ou \u00e0 distance<\/li>\n\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>Dates convenues avec vous<\/li>\n\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t\t<p class=\"mpfa-amount\"><span class=\"woocommerce-Price-amount amount\">5 900&nbsp;<span class=\"woocommerce-Price-currencySymbol\">&#x62f;.&#x625;<\/span><\/span><small class=\"mpfa-amount-note\">HT \/ groupe<\/small><\/p>\n\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--solid\" href=\"\/#contact\">Demander un devis groupe<\/a>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"mpfa-pane\" data-pane=\"open\">\n\t\t\t\t\t<p>Rejoignez une session programm\u00e9e avec des participants d\u2019autres organisations.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t<p class=\"mpfa-next\">\n\t\t\t\t\t\t\t<svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"5\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M16 3v4M8 3v4M3 11h18\"\/><\/svg>\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t<small>Prochaine session<\/small>\n\t\t\t\t\t\t\t\t<strong>30 novembre 2026<\/strong>\n\t\t\t\t\t\t\t\t<em>\u00c0 distance<\/em>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t\t<ul class=\"mpfa-meta\">\n\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M16 19v-1a4 4 0 0 0-4-4H6a4 4 0 0 0-4 4v1\"\/><circle cx=\"9\" cy=\"7\" r=\"4\"\/><path d=\"M22 19v-1a4 4 0 0 0-3-3.87\"\/><\/svg>Jusqu\u2019\u00e0 6 participants<\/li>\n\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"3\" y=\"4\" width=\"18\" height=\"12\" rx=\"2\"\/><path d=\"M8 20h8M12 16v4\"\/><\/svg>Classe virtuelle<\/li>\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t\t<p class=\"mpfa-amount\"><span class=\"woocommerce-Price-amount amount\">3 850&nbsp;<span class=\"woocommerce-Price-currencySymbol\">&#x62f;.&#x625;<\/span><\/span><small class=\"mpfa-amount-note\">HT \/ participant<\/small><\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"mpfa-discounts\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M20 12 12 20l-8-8V4h8Z\"\/><circle cx=\"8\" cy=\"8\" r=\"1.4\"\/><\/svg>\u221210 % d\u00e8s 2 participants, \u221215 % d\u00e8s 3, \u221220 % \u00e0 partir de 4 inscrits sur la m\u00eame session.<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--solid\" href=\"#mpfa-sessions\">Voir les 12 dates disponibles<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"mpfa-pane\" data-pane=\"custom\">\n\t\t\t\t\t<p>Ce programme peut servir de base \u00e0 une formation enti\u00e8rement adapt\u00e9e \u00e0 vos enjeux, vos outils et vos processus internes.<\/p>\n\t\t\t\t\t<a class=\"mpfa-btn mpfa-btn--solid\" href=\"\/#contact\">Concevoir un programme sur mesure<\/a>\n\t\t\t\t<\/div>\n\n\t\t\t\t<a class=\"mpfa-btn mpfa-btn--ghost\" href=\"\/#contact\">Parler \u00e0 un conseiller<\/a>\n\n\t\t\t\t<ul class=\"mpfa-reassure\">\n\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"m20 6-11 11-5-5\"\/><\/svg>R\u00e9ponse \u00e0 votre demande sous 24 heures<\/li>\n\t\t\t\t\t<li><svg class=\"mpfa-i\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.7\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"4\" r=\"2\"\/><path d=\"M5 8h14M12 8v6m0 0-3 6m3-6 3 6\"\/><\/svg>Accessible aux personnes en situation de handicap<\/li>\n\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t<\/aside>\n\n\t<\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>Faire lire ses contrats, rapports et comptes rendus par un mod\u00e8le de langage sans perdre la ma\u00eetrise du r\u00e9sultat<\/p>\n","protected":false},"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false},"academy":[87],"course_language":[97],"modality":[94],"product_brand":[],"product_cat":[15],"product_tag":[],"class_list":["post-4487","product","type-product","status-publish","academy-bureautique-et-donnees","course_language-anglais","modality-classe-virtuelle","product_cat-non-classe","first","instock","virtual","product-type-simple"],"acf":{"etiquette":false,"niveau":"Intermediate","modalite":"Virtual","duree_jours":0.43,"duree_heures":3,"participants_max":"","entrees_permanentes":true,"certifiante":false,"certification_nom":"","cpf":false,"eligible_opco":false,"prix_intra_ht":5900,"intra_participants_max":10,"accroche":"Faire lire ses contrats, rapports et comptes rendus par un mod\u00e8le de langage sans perdre la ma\u00eetrise du r\u00e9sultat","chapo":"Les \u00e9quipes croulent sous les documents : appels d'offres, rapports d'audit, comptes rendus de r\u00e9union, contrats fournisseurs. Les premiers essais avec un mod\u00e8le de langage donnent des r\u00e9sum\u00e9s plausibles mais impossibles \u00e0 v\u00e9rifier, et personne ne sait quelle partie du document a r\u00e9ellement \u00e9t\u00e9 lue.\n\nDeux heures pour poser une m\u00e9thode de travail : pr\u00e9parer le corpus, \u00e9crire des consignes qui imposent la citation du passage source, comparer les r\u00e9ponses obtenues et rep\u00e9rer les cas o\u00f9 le mod\u00e8le extrapole. 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