{"id":5740,"date":"2025-08-06T14:31:16","date_gmt":"2025-08-06T14:31:16","guid":{"rendered":"https:\/\/detralytics.com\/?p=5740"},"modified":"2026-08-21T13:31:09","modified_gmt":"2026-08-21T13:31:09","slug":"insurance-analytics-a-primer","status":"publish","type":"post","link":"https:\/\/detralytics.com\/fr\/training\/insurance-analytics-a-primer\/","title":{"rendered":"Sciences des donn\u00e9es et modelling assurantiel | Module 1 : Introduction"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"5740\" class=\"elementor elementor-5740\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-871de76 e-con-full e-flex e-con e-parent\" data-id=\"871de76\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8d5be8 elementor-widget elementor-widget-heading\" data-id=\"a8d5be8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Sciences des donn\u00e9es et modelling assurantiel | Module 1 : Introduction\n<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-569330f elementor-widget elementor-widget-heading\" data-id=\"569330f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">M. Denuit, PhD<\/h3>\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-4fae3a2 e-con-full e-flex e-con e-parent\" data-id=\"4fae3a2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ab7afb1 e-con-full e-flex e-con e-child\" data-id=\"ab7afb1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-254f0bc elementor-widget elementor-widget-heading\" data-id=\"254f0bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2e84fd elementor-widget elementor-widget-text-editor\" data-id=\"d2e84fd\" 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>Vous sentez-vous perdu dans les for\u00eats al\u00e9atoires ? Vous souhaitez d\u00e9mystifier les concepts de validation crois\u00e9e, bagging, shrinkage\u2026 ou d\u00e9couvrir ce qui se cache derri\u00e8re les acronymes GAM, LASSO, GBM. Vous vous demandez si les GLM sont toujours d\u2019actualit\u00e9 ou devraient \u00eatre pr\u00e9sent\u00e9s au mus\u00e9e de l\u2019Histoire de l\u2019actuariat ? Si oui, nous vous invitons \u00e0 participer \u00e0 ce cours intensif sur les techniques d\u2019apprentissage statistique appliqu\u00e9es \u00e0 l\u2019assurance !<\/p><p>Cette formation a \u00e9t\u00e9 con\u00e7ue par et pour des actuaires afin de prendre en compte toutes les sp\u00e9cificit\u00e9s des donn\u00e9es assurantielles. Les sessions de formation se d\u00e9roulent \u00e9tape par \u00e9tape. Rappelant tout d\u2019abord les concepts statistiques fondamentaux sur lesquels reposent les techniques modernes d\u2019apprentissage et les approches standards GLM. Puis pr\u00e9sentant les m\u00e9thodes GAM et GBM. Les m\u00e9rites respectifs des m\u00e9thodes sont illustr\u00e9s au travers de cas pratiques bas\u00e9s sur des donn\u00e9es assurantielles.<\/p><p>La formation a pour but d\u2019\u00eatre interactive : alternant les parties th\u00e9oriques et pratiques, elle favorise les  \u00e9changes avec les participants. La documentation, incluant les bases de donn\u00e9es et le code R est mise en ligne et partag\u00e9e avec les participants. L\u2019installation de packages R en amont de la formation est requise.<\/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-79a6580 elementor-widget elementor-widget-heading\" data-id=\"79a6580\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Programme<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d821de4 elementor-widget elementor-widget-text-editor\" data-id=\"d821de4\" 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><b>Partie 1 : Introduction \u00e0 l\u2019analyse de l\u2019assurance et des mod\u00e8les de base<\/b><\/p>\n<ul>\n<li>Principes statistiques fondamentaux sur lesquels reposent les approches modernes d\u2019apprentissage (base d\u2019apprentissage vs. base de validation, erreur de pr\u00e9diction, validation crois\u00e9e, bootstrap, etc.)<\/li>\n<li>Sp\u00e9cificit\u00e9 des donn\u00e9es assurantielles (nombre de sinistres avec un exc\u00e8s de z\u00e9ros, s\u00e9v\u00e9rit\u00e9 mixant les sinistres attritionnels et graves, donn\u00e9es d\u2019observation, biais de s\u00e9lection, corr\u00e9lation vs causalit\u00e9, censure)<\/li>\n<li>Tarifs techniques vs. commerciaux<\/li>\n<li>Rappel de l\u2019utilisation actuelle du GLM, avec application au provisionnement des sinistres, \u00e0 la graduation des taux, \u00e0 la classification des risques<\/li>\n<li style=\"list-style-type: none;\">&nbsp;<\/li>\n<\/ul>\n<p><b>Partie 2 : Mod\u00e8les de r\u00e9gression lin\u00e9aires et non lin\u00e9aires g\u00e9n\u00e9ralis\u00e9s<\/b><\/p>\n<ul>\n<li>Limites des outils GLM et n\u00e9cessit\u00e9 d\u2019utiliser d\u2019autres techniques<\/li>\n<li>R\u00e9gularisation\/shrinkage pour GLM : Lasso, Ridge et p\u00e9nalit\u00e9s connexes<\/li>\n<li>Premi\u00e8re extension :\n<ul>\n<li>GAM, vraisemblance p\u00e9nalis\u00e9e et locale<\/li>\n<li>GLM doubles, dispersion autour des primes pures<\/li>\n<li>GAMLSS, au-del\u00e0 de la dispersion avec applications au provisionnement des sinistres, \u00e0 la graduation des taux, \u00e0 la classification des risques<\/li>\n<\/ul>\n<\/li>\n<li>Seconde extension : GAMboost et GBM\n<ul>\n<li>R\u00e9gression par \u00e9tapes en avant<\/li>\n<li>Fonctions de perte de la famille exponentielle<\/li>\n<li>Gradients comme r\u00e9ponses<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">&nbsp;<\/li>\n<\/ul>\t\t\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-7daa359 e-con-full e-flex e-con e-child\" data-id=\"7daa359\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-07e40ea e-con-full e-flex e-con e-child\" data-id=\"07e40ea\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-355647c elementor-widget elementor-widget-heading\" data-id=\"355647c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Orateur<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a56262 elementor-widget elementor-widget-image\" data-id=\"2a56262\" 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=\"500\" height=\"501\" src=\"https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond.png\" class=\"attachment-full size-full wp-image-2059\" alt=\"Michel Denuit\" srcset=\"https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond.png 500w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-400x400.png 400w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-150x150.png 150w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-100x100.png 100w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-250x250.png 250w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-320x320.png 320w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-146x146.png 146w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-50x50.png 50w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-75x75.png 75w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-85x85.png 85w, https:\/\/detralytics.com\/wp-content\/uploads\/2020\/12\/Michel_Rond-80x80.png 80w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\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-ab825d4 elementor-widget elementor-widget-heading\" data-id=\"ab825d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Michel Denuit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd5bef2 elementor-widget elementor-widget-text-editor\" data-id=\"dd5bef2\" 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>Conseiller Scientifique, Detralytics<\/em><br \/><em>Professeur, UCLouvain<\/em><\/p>\t\t\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-0f29719 e-con-full e-flex e-con e-child\" data-id=\"0f29719\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5de7e2a elementor-widget elementor-widget-text-editor\" data-id=\"5de7e2a\" 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><b>Date : <\/b>\u00c0 la demande<\/p><p><b><\/b><b>Dur\u00e9e : <\/b>6h<\/p><p><b style=\"letter-spacing: 0.3px; background-color: transparent;\">Accr\u00e9ditation :<\/b><span style=\"letter-spacing: 0.3px; background-color: transparent;\"> 6CPD | 36PPC<\/span><\/p><p><b>Niveau :<\/b> Tout<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-678e6db e-con-full e-flex e-con e-child\" data-id=\"678e6db\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-898935e elementor-align-center elementor-widget elementor-widget-button\" data-id=\"898935e\" 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=\"mailto:learning@detralytics.eu\">\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\">Introduire une demande<\/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<\/div>\n\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-89b6347 e-con-full e-flex e-con e-parent\" data-id=\"89b6347\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-383049d elementor-widget elementor-widget-heading\" data-id=\"383049d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comp\u00e9tences acquises<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc0d89b elementor-widget elementor-widget-text-editor\" data-id=\"bc0d89b\" 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>\u00c0 la suite de cette formation, les participants auront acquis une connaissance op\u00e9rationnelle de l\u2019analyse des donn\u00e9es d\u2019assurance. Ils seront capables d\u2019utiliser les diff\u00e9rentes m\u00e9thodes d\u2019apprentissage par arbres de d\u00e9cision et de choisir, selon leurs donn\u00e9es et l\u2019objectif de leur analyse, la plus adapt\u00e9e.<\/p><p class=\"p2\">Un mois apr\u00e8s la fin de la formation, une discussion de suivi est organis\u00e9e afin de partager les exp\u00e9riences li\u00e9es \u00e0 la mise en \u0153uvre de l\u2019approche qui a \u00e9t\u00e9 pr\u00e9sent\u00e9e.<\/p>\t\t\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-6d47b7c e-con-full e-flex e-con e-parent\" data-id=\"6d47b7c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cc3d72a elementor-widget elementor-widget-heading\" data-id=\"cc3d72a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00c0 propos de notre orateur<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8a3f32 elementor-widget elementor-widget-heading\" data-id=\"f8a3f32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Michel Denuit<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58dff6d elementor-widget elementor-widget-text-editor\" data-id=\"58dff6d\" 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>Michel est Conseiller Scientifique Honoraire chez Detralytics, ainsi que professeur en sciences actuarielles \u00e0 l\u2019Universit\u00e9 Catholique de Louvain. Il dispose d\u2019une exp\u00e9rience internationale en tant que professeur invit\u00e9 et a initi\u00e9 de nombreux projets en collaboration avec l\u2019industrie. Au sein de Detralytics, Michel accompagne les jeunes talents, dispense des formations de pointe, stimule l\u2019innovation et supervise des projets de R&amp;D.<\/p>\t\t\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-f526e6c e-flex e-con-boxed e-con e-parent\" data-id=\"f526e6c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bdc7809 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"bdc7809\" 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:\/\/detralytics.com\/fr\/trainings\/#opentrainings\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Nos formations<\/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\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Vous sentez-vous perdu dans les for\u00eats al\u00e9atoires ? Vous souhaitez d\u00e9mystifier les concepts de validation crois\u00e9e, bagging, shrinkage\u2026 ou d\u00e9couvrir ce qui se cache derri\u00e8re les acronymes GAM, LASSO, GBM.<\/p>","protected":false},"author":1,"featured_media":5741,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[143],"tags":[149],"class_list":["post-5740","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-training","tag-data-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Training : Insurance analytics: A primer<\/title>\n<meta name=\"description\" content=\"This training gives you a general knowledge of insurance analytics. You will be able to select the appropriate approach for your own data.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/detralytics.com\/fr\/training\/insurance-analytics-a-primer\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Training : Insurance analytics: A primer\" \/>\n<meta property=\"og:description\" content=\"This training gives you a general knowledge of insurance analytics. You will be able to select the appropriate approach for your own data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/detralytics.com\/fr\/training\/insurance-analytics-a-primer\/\" \/>\n<meta property=\"og:site_name\" content=\"detralytics.com\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-06T14:31:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-21T13:31:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1535\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Detralytics\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Detralytics\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/\"},\"author\":{\"name\":\"Detralytics\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#\\\/schema\\\/person\\\/afceedbd1f9efae3aff3db243bb1890d\"},\"headline\":\"Insurance analytics | Module 1 : A primer\",\"datePublished\":\"2025-08-06T14:31:16+00:00\",\"dateModified\":\"2026-08-21T13:31:09+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/\"},\"wordCount\":531,\"publisher\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/insurance-vert-scaled.jpg\",\"keywords\":[\"Data Science\"],\"articleSection\":[\"Training\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/\",\"url\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/\",\"name\":\"Training : Insurance analytics: A primer\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/insurance-vert-scaled.jpg\",\"datePublished\":\"2025-08-06T14:31:16+00:00\",\"dateModified\":\"2026-08-21T13:31:09+00:00\",\"description\":\"This training gives you a general knowledge of insurance analytics. You will be able to select the appropriate approach for your own data.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/#primaryimage\",\"url\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/insurance-vert-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/insurance-vert-scaled.jpg\",\"width\":2560,\"height\":1535,\"caption\":\"Insurance Analytics\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/training\\\/insurance-analytics-a-primer\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/detralytics.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Insurance analytics | Module 1 : A primer\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#website\",\"url\":\"https:\\\/\\\/detralytics.com\\\/\",\"name\":\"detralytics.com\",\"description\":\"People Drive Actuarial Innovation\",\"publisher\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/detralytics.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#organization\",\"name\":\"Detralytics\",\"url\":\"https:\\\/\\\/detralytics.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2020\\\/04\\\/NEW-logo-detra.png\",\"contentUrl\":\"https:\\\/\\\/detralytics.com\\\/wp-content\\\/uploads\\\/2020\\\/04\\\/NEW-logo-detra.png\",\"width\":9329,\"height\":2348,\"caption\":\"Detralytics\"},\"image\":{\"@id\":\"https:\\\/\\\/detralytics.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/18195267\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/detralytics.com\\\/#\\\/schema\\\/person\\\/afceedbd1f9efae3aff3db243bb1890d\",\"name\":\"Detralytics\",\"url\":\"https:\\\/\\\/detralytics.com\\\/fr\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Training : Insurance analytics: A primer","description":"This training gives you a general knowledge of insurance analytics. You will be able to select the appropriate approach for your own data.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/detralytics.com\/fr\/training\/insurance-analytics-a-primer\/","og_locale":"fr_FR","og_type":"article","og_title":"Training : Insurance analytics: A primer","og_description":"This training gives you a general knowledge of insurance analytics. You will be able to select the appropriate approach for your own data.","og_url":"https:\/\/detralytics.com\/fr\/training\/insurance-analytics-a-primer\/","og_site_name":"detralytics.com","article_published_time":"2025-08-06T14:31:16+00:00","article_modified_time":"2026-08-21T13:31:09+00:00","og_image":[{"width":2560,"height":1535,"url":"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg","type":"image\/jpeg"}],"author":"Detralytics","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"Detralytics","Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/#article","isPartOf":{"@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/"},"author":{"name":"Detralytics","@id":"https:\/\/detralytics.com\/#\/schema\/person\/afceedbd1f9efae3aff3db243bb1890d"},"headline":"Insurance analytics | Module 1 : A primer","datePublished":"2025-08-06T14:31:16+00:00","dateModified":"2026-08-21T13:31:09+00:00","mainEntityOfPage":{"@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/"},"wordCount":531,"publisher":{"@id":"https:\/\/detralytics.com\/#organization"},"image":{"@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/#primaryimage"},"thumbnailUrl":"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg","keywords":["Data Science"],"articleSection":["Training"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/","url":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/","name":"Training : Insurance analytics: A primer","isPartOf":{"@id":"https:\/\/detralytics.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/#primaryimage"},"image":{"@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/#primaryimage"},"thumbnailUrl":"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg","datePublished":"2025-08-06T14:31:16+00:00","dateModified":"2026-08-21T13:31:09+00:00","description":"This training gives you a general knowledge of insurance analytics. You will be able to select the appropriate approach for your own data.","breadcrumb":{"@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/#primaryimage","url":"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg","contentUrl":"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/08\/insurance-vert-scaled.jpg","width":2560,"height":1535,"caption":"Insurance Analytics"},{"@type":"BreadcrumbList","@id":"https:\/\/detralytics.com\/training\/insurance-analytics-a-primer\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/detralytics.com\/"},{"@type":"ListItem","position":2,"name":"Insurance analytics | Module 1 : A primer"}]},{"@type":"WebSite","@id":"https:\/\/detralytics.com\/#website","url":"https:\/\/detralytics.com\/","name":"detralytics.com","description":"People Drive Actuarial Innovation","publisher":{"@id":"https:\/\/detralytics.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/detralytics.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/detralytics.com\/#organization","name":"Detralytics","url":"https:\/\/detralytics.com\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/detralytics.com\/#\/schema\/logo\/image\/","url":"https:\/\/detralytics.com\/wp-content\/uploads\/2020\/04\/NEW-logo-detra.png","contentUrl":"https:\/\/detralytics.com\/wp-content\/uploads\/2020\/04\/NEW-logo-detra.png","width":9329,"height":2348,"caption":"Detralytics"},"image":{"@id":"https:\/\/detralytics.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/18195267\/"]},{"@type":"Person","@id":"https:\/\/detralytics.com\/#\/schema\/person\/afceedbd1f9efae3aff3db243bb1890d","name":"Detralytics","url":"https:\/\/detralytics.com\/fr\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/posts\/5740","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/comments?post=5740"}],"version-history":[{"count":1,"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/posts\/5740\/revisions"}],"predecessor-version":[{"id":8250,"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/posts\/5740\/revisions\/8250"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/media\/5741"}],"wp:attachment":[{"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/media?parent=5740"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/categories?post=5740"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/detralytics.com\/fr\/wp-json\/wp\/v2\/tags?post=5740"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}