{"id":251043,"date":"2024-09-12T17:11:16","date_gmt":"2024-09-12T17:11:16","guid":{"rendered":"https:\/\/datascientest.com\/?p=251043"},"modified":"2024-09-12T17:14:08","modified_gmt":"2024-09-12T17:14:08","slug":"mistral-ai-devoile-son-premier-modele-multimodal-en-open-source","status":"publish","type":"post","link":"https:\/\/datascientest.com\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source","title":{"rendered":"Mistral AI d\u00e9voile son premier mod\u00e8le multimodal, en open source"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"251043\" class=\"elementor elementor-251043\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e073385 e-flex e-con-boxed e-con\" data-id=\"e073385\" 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-c958466 elementor-widget elementor-widget-text-editor\" data-id=\"c958466\" 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;\">Le 11 septembre 2024, Mistral AI, jeune entreprise fran\u00e7aise sp\u00e9cialis\u00e9e dans l&rsquo;intelligence artificielle, a discr\u00e8tement annonc\u00e9 le lancement de Pixtral 12B, son premier mod\u00e8le multimodal capable de traiter \u00e0 la fois du texte et des images. Ce mod\u00e8le, d\u00e9sormais disponible en open source sous licence Apache 2.0, peut \u00eatre t\u00e9l\u00e9charg\u00e9 via un lien torrent. Avec Pixtral 12B, Mistral AI s&rsquo;inscrit dans la lign\u00e9e des grands acteurs de l&rsquo;IA, en proposant une solution ouverte et accessible \u00e0 la communaut\u00e9 des d\u00e9veloppeurs.<\/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-7edf7c2 elementor-widget elementor-widget-heading\" data-id=\"7edf7c2\" 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-large\">Un mod\u00e8le accessible \u00e0 tous\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83be37d elementor-widget elementor-widget-text-editor\" data-id=\"83be37d\" 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><a href=\"https:\/\/github.com\/mistralai\/mistral-common\/releases\/tag\/v1.4.0\"><span style=\"font-weight: 400;\">Pixtral 12B<\/span><\/a><span style=\"font-weight: 400;\"> marque une \u00e9tape importante pour Mistral AI. En le proposant sous une licence <\/span><a href=\"https:\/\/datascientest.com\/open-source\"><span style=\"font-weight: 400;\">open source<\/span><\/a><span style=\"font-weight: 400;\">, l&rsquo;entreprise permet \u00e0 un large \u00e9ventail d\u2019utilisateurs, des <\/span><b>d\u00e9veloppeurs ind\u00e9pendants<\/b><span style=\"font-weight: 400;\"> aux entreprises, d\u2019acc\u00e9der gratuitement \u00e0 cette technologie. Le mod\u00e8le, d\u2019une taille de <\/span><b>23 Go<\/b><span style=\"font-weight: 400;\">, est t\u00e9l\u00e9chargeable via un simple lien <\/span><b>magnet<\/b><span style=\"font-weight: 400;\">, permettant une diffusion rapide gr\u00e2ce au protocole <\/span><b>BitTorrent<\/b><span style=\"font-weight: 400;\">. Cela rend Mistral AI unique dans sa m\u00e9thode de distribution, se diff\u00e9renciant des g\u00e9ants comme OpenAI qui privil\u00e9gient une approche centralis\u00e9e.<\/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-756ffa5 elementor-widget elementor-widget-heading\" data-id=\"756ffa5\" 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-large\">Une avanc\u00e9e technologique pour le multimodal\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-86f6e0a elementor-widget elementor-widget-text-editor\" data-id=\"86f6e0a\" 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;\">Ce <\/span><a href=\"https:\/\/datascientest.com\/multimodal-learning-tout-savoir\"><span style=\"font-weight: 400;\">mod\u00e8le multimodal<\/span><\/a><span style=\"font-weight: 400;\"> repose sur <\/span><b>12 milliards de param\u00e8tres<\/b><span style=\"font-weight: 400;\"> et est capable de traiter simultan\u00e9ment des donn\u00e9es textuelles et des images. En combinant la <\/span><a href=\"https:\/\/datascientest.com\/computer-vision\"><span style=\"font-weight: 400;\">vision par ordinateur<\/span><\/a><span style=\"font-weight: 400;\"> et le <\/span><a href=\"https:\/\/datascientest.com\/introduction-au-nlp-natural-language-processing\"><span style=\"font-weight: 400;\">traitement du langage naturel<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/huggingface.co\/mistralai\/Pixtral-12B-2409\"><span style=\"font-weight: 400;\">Pixtral 12B<\/span><\/a><span style=\"font-weight: 400;\"> permet de l\u00e9gender des images, d&rsquo;analyser des documents visuels ou encore de compter des objets dans une photo.<\/span><\/p><p><span style=\"font-weight: 400;\">Construit \u00e0 partir du mod\u00e8le pr\u00e9c\u00e9dent <\/span><b>Nemo 12B<\/b><span style=\"font-weight: 400;\">, Pixtral 12B int\u00e8gre un module de computer vision de <\/span><b>400 millions de param\u00e8tres suppl\u00e9mentaires<\/b><span style=\"font-weight: 400;\">, capable de traiter des images ajout\u00e9es via des URL ou encod\u00e9es en base64 dans les entr\u00e9es textuelles. Cela ouvre de nouvelles possibilit\u00e9s pour les utilisateurs qui peuvent d\u00e9sormais travailler sur des t\u00e2ches plus complexes, tout en b\u00e9n\u00e9ficiant d&rsquo;un mod\u00e8le accessible et flexible.<\/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-3cf6994 elementor-widget elementor-widget-heading\" data-id=\"3cf6994\" 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-large\">Vers une IA ouverte et d\u00e9mocratis\u00e9e\n<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d2ad87 elementor-widget elementor-widget-text-editor\" data-id=\"1d2ad87\" 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 publiant Pixtral 12B sous licence <\/span><b>Apache 2.0<\/b><span style=\"font-weight: 400;\">, Mistral AI contribue \u00e0 la <\/span><b>d\u00e9mocratisation de l&rsquo;intelligence artificielle<\/b><span style=\"font-weight: 400;\">. Ce choix strat\u00e9gique encourage les d\u00e9veloppeurs \u00e0 personnaliser et affiner le mod\u00e8le selon leurs besoins sp\u00e9cifiques, que ce soit pour des usages professionnels ou acad\u00e9miques.<\/span><\/p><p><span style=\"font-weight: 400;\">L\u2019approche <\/span><b>open source<\/b><span style=\"font-weight: 400;\"> permet de cr\u00e9er une dynamique d&rsquo;innovation collaborative, tout en rivalisant avec des g\u00e9ants comme OpenAI et Google. \u00c0 travers Pixtral 12B, Mistral AI vise \u00e0 rendre les technologies d\u2019IA accessibles \u00e0 tous, tout en soutenant une communaut\u00e9 active et diversifi\u00e9e de d\u00e9veloppeurs.<\/span><\/p><p><span style=\"font-weight: 400;\">Dans les mois \u00e0 venir, <\/span><a href=\"https:\/\/datascientest.com\/mistral-ai-tout-savoir\"><span style=\"font-weight: 400;\">Mistral AI<\/span><\/a><span style=\"font-weight: 400;\"> pr\u00e9voit d&rsquo;int\u00e9grer Pixtral 12B directement sur ses plateformes <\/span><b>Le Chat<\/b><span style=\"font-weight: 400;\"> et <\/span><b>La Plateforme<\/b><span style=\"font-weight: 400;\">, offrant ainsi des solutions interactives pour les utilisateurs non techniques. Avec cette initiative, l&rsquo;entreprise se positionne comme un acteur cl\u00e9 dans le d\u00e9veloppement d&rsquo;une IA plus ouverte et plus inclusive.<\/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 nos <\/span><a href=\"https:\/\/datascientest.com\/formations-data\"><span style=\"font-weight: 400;\">offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> ou nos <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\"><span style=\"font-weight: 400;\">articles de blog<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i><span style=\"font-weight: 400;\">Source : mistral.ia<\/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-acd65ec elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"acd65ec\" 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>Le 11 septembre 2024, Mistral AI, jeune entreprise fran\u00e7aise sp\u00e9cialis\u00e9e dans l&rsquo;intelligence artificielle, a discr\u00e8tement annonc\u00e9 le lancement de Pixtral 12B, son premier mod\u00e8le multimodal capable de traiter \u00e0 la fois du texte et des images. Ce mod\u00e8le, d\u00e9sormais disponible en open source sous licence Apache 2.0, peut \u00eatre t\u00e9l\u00e9charg\u00e9 via un lien torrent. Avec [&hellip;]<\/p>\n","protected":false},"author":65,"featured_media":251023,"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>Mistral AI d\u00e9voile son premier mod\u00e8le multimodal, en open source<\/title>\n<meta name=\"description\" content=\"Mistral AI a discr\u00e8tement annonc\u00e9 le lancement de Pixtral 12B, son premier mod\u00e8le multimodal capable de traiter du texte et des images.\" \/>\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\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mistral AI d\u00e9voile son premier mod\u00e8le multimodal, en open source\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-12T17:11:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-12T17:14:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/09\/mistral.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\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\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source\",\"url\":\"https:\/\/datascientest.com\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source\",\"name\":\"Mistral AI d\u00e9voile son premier mod\u00e8le multimodal, en open source\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2024-09-12T17:11:16+00:00\",\"dateModified\":\"2024-09-12T17:14:08+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1\"},\"description\":\"Mistral AI a discr\u00e8tement annonc\u00e9 le lancement de Pixtral 12B, son premier mod\u00e8le multimodal capable de traiter du texte et des images.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source\"]}]},{\"@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. Titulaire d'une licence en Litt\u00e9rature et journalisme de l'Universit\u00e9 Paris Nanterre, il poursuit actuellement un Bachelor en journalisme \u00e0 l'ISFJ.\",\"sameAs\":[\"https:\/\/www.linkedin.com\/in\/gabin-paul-56b076155\/\",\"Actualit\u00e9s\"],\"url\":\"https:\/\/datascientest.com\/author\/gabpaul\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Mistral AI d\u00e9voile son premier mod\u00e8le multimodal, en open source","description":"Mistral AI a discr\u00e8tement annonc\u00e9 le lancement de Pixtral 12B, son premier mod\u00e8le multimodal capable de traiter du texte et des images.","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:\/\/datascientest.com\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source","og_locale":"fr_FR","og_type":"article","og_title":"Mistral AI d\u00e9voile son premier mod\u00e8le multimodal, en open source","og_url":"https:\/\/datascientest.com\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source","og_site_name":"Formation Data Science | DataScientest.com","article_published_time":"2024-09-12T17:11:16+00:00","article_modified_time":"2024-09-12T17:14:08+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/09\/mistral.jpg","type":"image\/jpeg"}],"author":"Gabin Paul","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"Gabin Paul","Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/datascientest.com\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source","url":"https:\/\/datascientest.com\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source","name":"Mistral AI d\u00e9voile son premier mod\u00e8le multimodal, en open source","isPartOf":{"@id":"https:\/\/datascientest.com\/#website"},"datePublished":"2024-09-12T17:11:16+00:00","dateModified":"2024-09-12T17:14:08+00:00","author":{"@id":"https:\/\/datascientest.com\/#\/schema\/person\/e0a8fd3a0296d725eb15dcea49f577d1"},"description":"Mistral AI a discr\u00e8tement annonc\u00e9 le lancement de Pixtral 12B, son premier mod\u00e8le multimodal capable de traiter du texte et des images.","inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datascientest.com\/mistral-ai-devoile-son-premier-modele-multimodal-en-open-source"]}]},{"@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. Titulaire d'une licence en Litt\u00e9rature et journalisme de l'Universit\u00e9 Paris Nanterre, il poursuit actuellement un Bachelor en journalisme \u00e0 l'ISFJ.","sameAs":["https:\/\/www.linkedin.com\/in\/gabin-paul-56b076155\/","Actualit\u00e9s"],"url":"https:\/\/datascientest.com\/author\/gabpaul"}]}},"_links":{"self":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/posts\/251043"}],"collection":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/users\/65"}],"replies":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/comments?post=251043"}],"version-history":[{"count":0,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/posts\/251043\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/media\/251023"}],"wp:attachment":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/media?parent=251043"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/categories?post=251043"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/tags?post=251043"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}