{"id":230163,"date":"2024-01-29T16:35:49","date_gmt":"2024-01-29T16:35:49","guid":{"rendered":"https:\/\/datascientest.com\/?p=230163"},"modified":"2024-01-29T16:35:50","modified_gmt":"2024-01-29T16:35:50","slug":"intelligence-artificielle-biometrie-empreintes","status":"publish","type":"post","link":"https:\/\/datascientest.com\/intelligence-artificielle-biometrie-empreintes","title":{"rendered":"L&rsquo;IA remet en question l&rsquo;unicit\u00e9 des empreintes digitales"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"230163\" class=\"elementor elementor-230163\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ba1fe04 e-flex e-con-boxed e-con\" data-id=\"ba1fe04\" 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-4791631 elementor-widget elementor-widget-heading\" data-id=\"4791631\" 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><h2 class=\"elementor-heading-title elementor-size-default\">Traditionnellement consid\u00e9r\u00e9es comme uniques \u00e0 chaque individu, les empreintes sont un pilier de l'identification personnelle. N\u00e9anmoins, une \u00e9quipe de l\u2019Universit\u00e9 de Columbia IA a r\u00e9ussi \u00e0 remettre en cause cette croyance s\u00e9culaire.<\/h2>\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-0221f6c e-flex e-con-boxed e-con\" data-id=\"0221f6c\" 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-c80b45d elementor-widget elementor-widget-heading\" data-id=\"c80b45d\" 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\">Que r\u00e9v\u00e8le l'IA de l'universit\u00e9 de Columbia ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d85deb9 elementor-widget elementor-widget-text-editor\" data-id=\"d85deb9\" 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<p><span style=\"font-weight: 400;\">L&rsquo;\u00e9tude men\u00e9e par l&rsquo;<\/span><a href=\"https:\/\/www.columbia.edu\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Universit\u00e9 de Columbia<\/span><\/a><span style=\"font-weight: 400;\"> marque un tournant dans l\u2019identification des empreintes digitales. En utilisant <\/span><a href=\"https:\/\/datascientest.com\/intelligence-artificielle-definition\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">l&rsquo;intelligence artificielle<\/span><\/a><span style=\"font-weight: 400;\"> pour analyser de <\/span><a href=\"https:\/\/datascientest.com\/dataset-definition\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">vastes ensembles de donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">, les chercheurs ont d\u00e9couvert des <\/span><b>patterns inattendus<\/b><span style=\"font-weight: 400;\"> et des <\/span><b>similarit\u00e9s troublantes<\/b><span style=\"font-weight: 400;\"> entre les empreintes digitales de personnes diff\u00e9rentes, remettant en question l&rsquo;unicit\u00e9 longtemps admise de ces derni\u00e8res.<\/span><\/p><p><span style=\"font-weight: 400;\">Gr\u00e2ce \u00e0 des <\/span><a href=\"https:\/\/datascientest.com\/algorithme-tout-savoir\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">algorithmes sophistiqu\u00e9s<\/span><\/a><span style=\"font-weight: 400;\">, l&rsquo;IA est capable d&rsquo;analyser les empreintes digitales avec une pr\u00e9cision et une rapidit\u00e9 in\u00e9gal\u00e9es. Cette technologie ouvre la porte \u00e0 des <\/span><b>applications r\u00e9volutionnaires<\/b><span style=\"font-weight: 400;\"> en forensique, transformant la mani\u00e8re dont les enqu\u00eates criminelles seront men\u00e9es.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cda1b79 elementor-widget elementor-widget-image\" data-id=\"cda1b79\" 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=\"457\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.15.00-Create-a-graphic-illustration-of-an-algorithm-on-a-computer-screen-analyzing-a-fingerprint.-The-image-should-show-a-close-up-of-the-computer-monitor-w-1024x585.png\" class=\"attachment-large size-large wp-image-230166\" alt=\"Illustration d&#039;un algorithme sur un \u00e9cran d&#039;ordinateur analysant une empreinte digitale, montrant un \u00e9cran avec des lignes de code, des graphiques d&#039;analyse de donn\u00e9es et une am\u00e9lioration num\u00e9rique de l&#039;empreinte.\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.15.00-Create-a-graphic-illustration-of-an-algorithm-on-a-computer-screen-analyzing-a-fingerprint.-The-image-should-show-a-close-up-of-the-computer-monitor-w-1024x585.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.15.00-Create-a-graphic-illustration-of-an-algorithm-on-a-computer-screen-analyzing-a-fingerprint.-The-image-should-show-a-close-up-of-the-computer-monitor-w-300x171.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.15.00-Create-a-graphic-illustration-of-an-algorithm-on-a-computer-screen-analyzing-a-fingerprint.-The-image-should-show-a-close-up-of-the-computer-monitor-w-768x439.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.15.00-Create-a-graphic-illustration-of-an-algorithm-on-a-computer-screen-analyzing-a-fingerprint.-The-image-should-show-a-close-up-of-the-computer-monitor-w-1536x878.png 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.15.00-Create-a-graphic-illustration-of-an-algorithm-on-a-computer-screen-analyzing-a-fingerprint.-The-image-should-show-a-close-up-of-the-computer-monitor-w.png 1792w\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1cf70c5 e-flex e-con-boxed e-con\" data-id=\"1cf70c5\" 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-322cae7 elementor-widget elementor-widget-heading\" data-id=\"322cae7\" 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\">Quels sont les impacts et applications de l'IA en criminologie ?\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2c07bb elementor-widget elementor-widget-text-editor\" data-id=\"f2c07bb\" 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;\">En criminologie, l&rsquo;IA promet des avanc\u00e9es significatives dans l&rsquo;<\/span><b>analyse des preuves<\/b><span style=\"font-weight: 400;\"> et la r\u00e9solution de crimes. Cependant, la d\u00e9pendance \u00e0 cette technologie soul\u00e8ve des questions sur les <\/span><b>risques d&rsquo;erreurs<\/b><span style=\"font-weight: 400;\"> et les <\/span><a href=\"https:\/\/datascientest.com\/intelligence-artificielle-biais-ia\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">biais algorithmiques<\/span><\/a><span style=\"font-weight: 400;\">. La balance entre les avantages offerts par l&rsquo;IA et les limitations inh\u00e9rentes \u00e0 son usage est donc un <\/span><b>sujet de d\u00e9bat majeur<\/b><span style=\"font-weight: 400;\"> dans le domaine.<\/span><\/p><p><span style=\"font-weight: 400;\">Cette avanc\u00e9e permettra des applications vari\u00e9es, allant de la <\/span><b>s\u00e9curit\u00e9 renforc\u00e9e<\/b><span style=\"font-weight: 400;\"> dans les a\u00e9roports \u00e0 l&rsquo;authentification plus s\u00fbre dans le secteur bancaire. Mais ces progr\u00e8s s&rsquo;accompagnent aussi de d\u00e9fis importants en mati\u00e8re de <\/span><b>protection de la vie priv\u00e9e<\/b><span style=\"font-weight: 400;\"> et de s\u00e9curit\u00e9 des donn\u00e9es.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8321fe8 elementor-widget elementor-widget-image\" data-id=\"8321fe8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.19.53-Create-a-graphic-illustration-showing-the-role-of-artificial-intelligence-in-assisting-human-experts-in-fingerprint-identification-for-security-purpos-1024x585.png\" class=\"attachment-large size-large wp-image-230167\" alt=\"Illustration d&#039;un syst\u00e8me d&#039;IA analysant des empreintes digitales, avec des interfaces affichant des algorithmes complexes et des analyses liant les empreintes \u00e0 des bases de donn\u00e9es de s\u00e9curit\u00e9 ou des dossiers criminels.\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.19.53-Create-a-graphic-illustration-showing-the-role-of-artificial-intelligence-in-assisting-human-experts-in-fingerprint-identification-for-security-purpos-1024x585.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.19.53-Create-a-graphic-illustration-showing-the-role-of-artificial-intelligence-in-assisting-human-experts-in-fingerprint-identification-for-security-purpos-300x171.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.19.53-Create-a-graphic-illustration-showing-the-role-of-artificial-intelligence-in-assisting-human-experts-in-fingerprint-identification-for-security-purpos-768x439.png 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.19.53-Create-a-graphic-illustration-showing-the-role-of-artificial-intelligence-in-assisting-human-experts-in-fingerprint-identification-for-security-purpos-1536x878.png 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.19.53-Create-a-graphic-illustration-showing-the-role-of-artificial-intelligence-in-assisting-human-experts-in-fingerprint-identification-for-security-purpos.png 1792w\" 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f81ebde e-flex e-con-boxed e-con\" data-id=\"f81ebde\" 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-aedbd52 elementor-widget elementor-widget-heading\" data-id=\"aedbd52\" 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\">Quelles perspectives futures pour la technologie d'IA en identification biom\u00e9trique ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9eb1ff9 elementor-widget elementor-widget-text-editor\" data-id=\"9eb1ff9\" 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;\">La technologie d&rsquo;<\/span><b>intelligence artificielle<\/b><span style=\"font-weight: 400;\"> en identification biom\u00e9trique est en constante \u00e9volution, promettant des avanc\u00e9es spectaculaires dans les ann\u00e9es \u00e0 venir. Les chercheurs explorent de nouvelles applications, notamment en mati\u00e8re de <\/span><b>s\u00e9curit\u00e9 avanc\u00e9e<\/b><span style=\"font-weight: 400;\"> et d&rsquo;identification plus pr\u00e9cise et rapide. L&rsquo;accent est \u00e9galement mis sur le d\u00e9veloppement d&rsquo;algorithmes <\/span><b>plus \u00e9thiques et moins biais\u00e9s<\/b><span style=\"font-weight: 400;\">, dans le but de garantir une utilisation responsable de l&rsquo;IA. Ces progr\u00e8s pourraient transformer radicalement nos syst\u00e8mes de s\u00e9curit\u00e9 et d&rsquo;identification personnelle.<\/span><\/p><p><span style=\"font-weight: 400;\">Si cet article vous a plu, et si vous envisagez une carri\u00e8re dans la Data Science ou tout simplement une mont\u00e9e en comp\u00e9tences dans votre domaine, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir <\/span><a href=\"https:\/\/datascientest.com\/formations-data\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos articles de blog<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : cordis.europa.eu<\/span><\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2afa3ac elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"2afa3ac\" 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<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9marrer une formation en Big Data<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Traditionnellement consid\u00e9r\u00e9es comme uniques \u00e0 chaque individu, les empreintes sont un pilier de l&rsquo;identification personnelle. N\u00e9anmoins, une \u00e9quipe de l\u2019Universit\u00e9 de Columbia IA a r\u00e9ussi \u00e0 remettre en cause cette croyance s\u00e9culaire. Que r\u00e9v\u00e8le l&rsquo;IA de l&rsquo;universit\u00e9 de Columbia ? L&rsquo;\u00e9tude men\u00e9e par l&rsquo;Universit\u00e9 de Columbia marque un tournant dans l\u2019identification des empreintes digitales. En [&hellip;]<\/p>\n","protected":false},"author":65,"featured_media":230165,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"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>L&#039;IA remet en question l&#039;unicit\u00e9 des empreintes digitales<\/title>\n<meta name=\"description\" content=\"L&#039;intelligence artificielle bouleverse l&#039;unicit\u00e9 des empreintes digitales et ouvrant de nouvelles perspectives en criminologie.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/intelligence-artificielle-biometrie-empreintes\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L&#039;IA remet en question l&#039;unicit\u00e9 des empreintes digitales\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/intelligence-artificielle-biometrie-empreintes\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-29T16:35:49+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-29T16:35:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/01\/DALL\u00b7E-2024-01-29-17.13.28-Create-a-graphic-illustration-depicting-an-advanced-artificial-intelligence-system-dedicated-to-analyzing-fingerprints-for-similarities.-The-scene-sho-1024x585.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"585\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Gabin Paul\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Gabin Paul\" \/>\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\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/intelligence-artificielle-biometrie-empreintes\",\"url\":\"https:\/\/datascientest.com\/intelligence-artificielle-biometrie-empreintes\",\"name\":\"L'IA remet en question l'unicit\u00e9 des empreintes digitales\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-01-29T16:35:49+00:00\",\"dateModified\":\"2024-01-29T16:35:50+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1\"},\"description\":\"L'intelligence artificielle bouleverse l'unicit\u00e9 des empreintes digitales et ouvrant de nouvelles perspectives en criminologie.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/intelligence-artificielle-biometrie-empreintes\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1\",\"name\":\"Gabin Paul\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1674665203992.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/1674665203992.jpeg\",\"caption\":\"Gabin Paul\"},\"description\":\"Gabin Paul est un journaliste r\u00e9dacteur chez DataScientest. 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