{"id":14865,"date":"2020-10-29T16:05:30","date_gmt":"2020-10-29T16:05:30","guid":{"rendered":"https:\/\/datascientest.com\/?page_id=14865"},"modified":"2024-07-29T15:35:00","modified_gmt":"2024-07-29T15:35:00","slug":"blog-data-ia-actualites","status":"publish","type":"page","link":"https:\/\/datascientest.com\/blog-data-ia-actualites","title":{"rendered":"Blog"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"14865\" class=\"elementor elementor-14865\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ce6d829 e-flex e-con-boxed e-con\" data-id=\"ce6d829\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d494d9f e-con-full e-flex e-con\" data-id=\"d494d9f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7fd708c search-bar elementor-widget elementor-widget-shortcode\" data-id=\"7fd708c\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\"><form data-min-no-for-search=1 data-result-box-max-height=400 data-form-id=15238 class=\"is-search-form is-form-style is-form-style-2 is-form-id-15238 is-ajax-search\" action=\"https:\/\/datascientest.com\/\" method=\"get\" role=\"search\" ><label for=\"is-search-input-15238\"><span class=\"is-screen-reader-text\">Search for:<\/span><input  type=\"search\" id=\"is-search-input-15238\" name=\"s\" value=\"\" class=\"is-search-input\" placeholder=\"Recherchez un article...\" autocomplete=off \/><span class=\"is-loader-image\" style=\"display: none;background-image:url(https:\/\/datascientest.com\/wp-content\/plugins\/add-search-to-menu\/public\/images\/spinner.gif);\" ><\/span><\/label><input type=\"hidden\" name=\"id\" value=\"15238\" \/><input type=\"hidden\" name=\"post_type\" value=\"post\" \/><\/form><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c33ad23 e-flex e-con-boxed e-con\" data-id=\"c33ad23\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bb22b25 e-con-full e-flex e-con\" data-id=\"bb22b25\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cac0596 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"cac0596\" data-element_type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;100%&quot;,&quot;force_height&quot;:&quot;true&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;100%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;,&quot;scroll_to_offset&quot;:&quot;yes&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"premium-blog-filter\">\n\t\t\t<ul class=\"premium-blog-filters-container\">\n\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category active\" data-filter=\"*\">\n\t\t\t\t\t\t\tTous\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"news\">\n\t\t\t\t\t\t\t\tActualit\u00e9s\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"business-intelligence\">\n\t\t\t\t\t\t\t\tBusiness Intelligence\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"career\">\n\t\t\t\t\t\t\t\tCarri\u00e8re\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"cloud\">\n\t\t\t\t\t\t\t\tCloud &amp; Data Engineering\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"cybersecurity\">\n\t\t\t\t\t\t\t\tCybers\u00e9curit\u00e9\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"data-science\">\n\t\t\t\t\t\t\t\tData Science\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"dev\">\n\t\t\t\t\t\t\t\tDev\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"engineering\">\n\t\t\t\t\t\t\t\tEngineering\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"artificial-intelligence\">\n\t\t\t\t\t\t\t\tIntelligence Artificielle\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"marketing\">\n\t\t\t\t\t\t\t\tMarketing\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t<a href=\"javascript:;\" class=\"category\" data-filter=\"network\">\n\t\t\t\t\t\t\t\tR\u00e9seau\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t\t\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"14865\" data-pagination=\"true\">\n\t\t\t\t\t<div class=\"premium-blog-post-outer-container cybersecurity\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1456\" height=\"832\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/dst_acquisition_Conceptual_illustration_of_a_cyber_scam_during__f7109fdb-560a-46d3-9ed5-8608a208522c.png\" class=\"attachment-full size-full wp-image-257013\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/dst_acquisition_Conceptual_illustration_of_a_cyber_scam_during__f7109fdb-560a-46d3-9ed5-8608a208522c.png 1456w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/dst_acquisition_Conceptual_illustration_of_a_cyber_scam_during__f7109fdb-560a-46d3-9ed5-8608a208522c-300x171.png 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/dst_acquisition_Conceptual_illustration_of_a_cyber_scam_during__f7109fdb-560a-46d3-9ed5-8608a208522c-1024x585.png 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/dst_acquisition_Conceptual_illustration_of_a_cyber_scam_during__f7109fdb-560a-46d3-9ed5-8608a208522c-768x439.png 768w\" sizes=\"(max-width: 1456px) 100vw, 1456px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/black-friday-eviter-arnaques\" target=\"_self\" aria-hidden=\"true\"><span>Black Friday : comment \u00e9viter les arnaques et escroqueries en ligne<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/cybersecurity\" class=\"elementor-repeater-item-d205f22\">Cybers\u00e9curit\u00e9<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/black-friday-eviter-arnaques\" target=\"_self\">\n\t\t\t\tBlack Friday : comment \u00e9viter les arnaques et escroqueries en ligne\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 20, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">Le Black Friday est une p\u00e9riode de soldes tr\u00e8s attendue, mais aussi un terrain fertile pour les arnaques en ligne.<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/black-friday-eviter-arnaques\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container data-science dev\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/go-vs-python-datascientest.webp\" class=\"attachment-full size-full wp-image-256172\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/go-vs-python-datascientest.webp 1200w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/go-vs-python-datascientest-300x150.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/go-vs-python-datascientest-1024x512.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/go-vs-python-datascientest-768x384.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/golang-vs-python\" target=\"_self\" aria-hidden=\"true\"><span>Golang vs Python : diff\u00e9rences et points communs entre ces deux langages<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/data-science\" class=\"elementor-repeater-item-d205f22\">Data Science<\/a><\/li><li><a href=\"https:\/\/datascientest.com\/category\/dev\" class=\"elementor-repeater-item-7f57483\">Dev<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/golang-vs-python\" target=\"_self\">\n\t\t\t\tGolang vs Python : diff\u00e9rences et points communs entre ces deux langages\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 20, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">Lorsque l&rsquo;on parle de programmation pour les projets de science des donn\u00e9es, deux langages viennent souvent \u00e0 l&rsquo;esprit : Go<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/golang-vs-python\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container data-science\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/data-access-object-datascientest.webp\" class=\"attachment-full size-full wp-image-256122\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/data-access-object-datascientest.webp 1200w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/data-access-object-datascientest-300x150.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/data-access-object-datascientest-1024x512.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/data-access-object-datascientest-768x384.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/data-access-object-tout-savoir\" target=\"_self\" aria-hidden=\"true\"><span>Data Access Object (DAO) : Qu&rsquo;est-ce que c&rsquo;est ? \u00c0 quoi \u00e7a sert ?<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/data-science\" class=\"elementor-repeater-item-d205f22\">Data Science<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/data-access-object-tout-savoir\" target=\"_self\">\n\t\t\t\tData Access Object (DAO) : Qu&rsquo;est-ce que c&rsquo;est ? \u00c0 quoi \u00e7a sert ?\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 19, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">Les Data Access Object ou DAO est un mod\u00e8le de conception (design pattern) qui permet d\u2019abstraire les interactions entre une<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/data-access-object-tout-savoir\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container career data-science\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"686\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/ETL-developer-datascientest.webp\" class=\"attachment-full size-full wp-image-256097\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/ETL-developer-datascientest.webp 1200w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/ETL-developer-datascientest-300x172.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/ETL-developer-datascientest-1024x585.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/ETL-developer-datascientest-768x439.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/etl-developer-tout-savoir\" target=\"_self\" aria-hidden=\"true\"><span>ETL Developer : comp\u00e9tences, missions, salaire, formation<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/career\" class=\"elementor-repeater-item-d205f22\">Carri\u00e8re<\/a><\/li><li><a href=\"https:\/\/datascientest.com\/category\/data-science\" class=\"elementor-repeater-item-7f57483\">Data Science<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/etl-developer-tout-savoir\" target=\"_self\">\n\t\t\t\tETL Developer : comp\u00e9tences, missions, salaire, formation\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 18, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">Les donn\u00e9es deviennent de plus en plus omnipr\u00e9sentes. Si bien que selon certains scientifiques, dont le physicien Melvin Vopson, elles<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/etl-developer-tout-savoir\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container artificial-intelligence\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/reseaux-neurones-artificielles-datascientest.webp\" class=\"attachment-full size-full wp-image-255718\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/reseaux-neurones-artificielles-datascientest.webp 1200w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/reseaux-neurones-artificielles-datascientest-300x150.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/reseaux-neurones-artificielles-datascientest-1024x512.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/reseaux-neurones-artificielles-datascientest-768x384.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/reseaux-neurones-artificiels-tout-savoir\" target=\"_self\" aria-hidden=\"true\"><span>R\u00e9seaux de Neurones Artificiels : Qu&rsquo;est-ce que c&rsquo;est ?<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/artificial-intelligence\" class=\"elementor-repeater-item-d205f22\">Intelligence Artificielle<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/reseaux-neurones-artificiels-tout-savoir\" target=\"_self\">\n\t\t\t\tR\u00e9seaux de Neurones Artificiels : Qu&rsquo;est-ce que c&rsquo;est ?\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 15, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">Les r\u00e9seaux de neurones artificiels sont au c\u0153ur des progr\u00e8s spectaculaires que l\u2019intelligence artificielle a connu r\u00e9cemment.&nbsp; Comment fonctionnent-ils et<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/reseaux-neurones-artificiels-tout-savoir\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container news\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1236\" height=\"798\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/GcB6cVPWUAAtlWd.jpg\" class=\"attachment-full size-full wp-image-256656\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/GcB6cVPWUAAtlWd.jpg 1236w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/GcB6cVPWUAAtlWd-300x194.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/GcB6cVPWUAAtlWd-1024x661.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/GcB6cVPWUAAtlWd-768x496.jpg 768w\" sizes=\"(max-width: 1236px) 100vw, 1236px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/x-developpe-une-version-gratuite-de-son-ia-grok\" target=\"_self\" aria-hidden=\"true\"><span>X d\u00e9veloppe une version gratuite de son IA Grok<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/news\" class=\"elementor-repeater-item-d205f22\">Actualit\u00e9s<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/x-developpe-une-version-gratuite-de-son-ia-grok\" target=\"_self\">\n\t\t\t\tX d\u00e9veloppe une version gratuite de son IA Grok\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 13, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">Depuis son lancement, Grok, l\u2019intelligence artificielle d\u00e9velopp\u00e9e par xAI d&rsquo;Elon Musk, \u00e9tait r\u00e9serv\u00e9e aux utilisateurs payants de la plateforme sociale<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/x-developpe-une-version-gratuite-de-son-ia-grok\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container news\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2500\" height=\"2500\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/32b-top.jpg\" class=\"attachment-full size-full wp-image-256649\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/32b-top.jpg 2500w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/32b-top-300x300.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/32b-top-1024x1024.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/32b-top-150x150.jpg 150w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/32b-top-768x768.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/32b-top-1536x1536.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/11\/32b-top-2048x2048.jpg 2048w\" sizes=\"(max-width: 2500px) 100vw, 2500px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/qwen2-5-coder-un-nouveau-llm-open-source-concurrence-gpt-4o-et-claude-3-5\" target=\"_self\" aria-hidden=\"true\"><span>Qwen2.5-Coder, un nouveau LLM open source, concurrence GPT-4o et Claude 3.5<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/news\" class=\"elementor-repeater-item-d205f22\">Actualit\u00e9s<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/qwen2-5-coder-un-nouveau-llm-open-source-concurrence-gpt-4o-et-claude-3-5\" target=\"_self\">\n\t\t\t\tQwen2.5-Coder, un nouveau LLM open source, concurrence GPT-4o et Claude 3.5\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 13, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">L\u2019univers des mod\u00e8les de langage pour le codage continue de s\u2019\u00e9toffer avec l\u2019arriv\u00e9e de Qwen2.5-Coder, un mod\u00e8le open source ambitieux<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/qwen2-5-coder-un-nouveau-llm-open-source-concurrence-gpt-4o-et-claude-3-5\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container career dev\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"686\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/lead-developer-datascientest.webp\" class=\"attachment-full size-full wp-image-255660\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/lead-developer-datascientest.webp 1200w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/lead-developer-datascientest-300x172.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/lead-developer-datascientest-1024x585.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/lead-developer-datascientest-768x439.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/lead-developer-tout-savoir\" target=\"_self\" aria-hidden=\"true\"><span>Lead Developer : missions, comp\u00e9tences et opportunit\u00e9s<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/career\" class=\"elementor-repeater-item-d205f22\">Carri\u00e8re<\/a><\/li><li><a href=\"https:\/\/datascientest.com\/category\/dev\" class=\"elementor-repeater-item-7f57483\">Dev<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/lead-developer-tout-savoir\" target=\"_self\">\n\t\t\t\tLead Developer : missions, comp\u00e9tences et opportunit\u00e9s\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 13, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">Le r\u00f4le de Lead Developer se situe \u00e0 mi-chemin entre un d\u00e9veloppeur technique expert et un chef de projet technique,<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/lead-developer-tout-savoir\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container cybersecurity\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"686\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cybercriminalite-2024-datascientest.webp\" class=\"attachment-full size-full wp-image-255465\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cybercriminalite-2024-datascientest.webp 1200w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cybercriminalite-2024-datascientest-300x172.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cybercriminalite-2024-datascientest-1024x585.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cybercriminalite-2024-datascientest-768x439.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/cybercriminalite-tout-savoir\" target=\"_self\" aria-hidden=\"true\"><span>Cybercriminalit\u00e9 : Qu&rsquo;est-ce que c&rsquo;est ? Comment s&rsquo;en prot\u00e9ger ?<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/cybersecurity\" class=\"elementor-repeater-item-d205f22\">Cybers\u00e9curit\u00e9<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/cybercriminalite-tout-savoir\" target=\"_self\">\n\t\t\t\tCybercriminalit\u00e9 : Qu&rsquo;est-ce que c&rsquo;est ? Comment s&rsquo;en prot\u00e9ger ?\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 12, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">Institutions publiques, entreprises, citoyens, \u2026 Personne n\u2019est \u00e0 l\u2019abri de la cybercriminalit\u00e9. Les pirates profitent d\u2019une d\u00e9pendance de plus en<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/cybercriminalite-tout-savoir\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container cybersecurity\" data-total=\"199\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-side\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-none-effect\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1200\" height=\"600\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cyberdefense-datascientest.webp\" class=\"attachment-full size-full wp-image-255435\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cyberdefense-datascientest.webp 1200w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cyberdefense-datascientest-300x150.webp 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cyberdefense-datascientest-1024x512.webp 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2024\/10\/cyberdefense-datascientest-768x384.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/datascientest.com\/cyberdefense-tout-savoir\" target=\"_self\" aria-hidden=\"true\"><span>La cyberd\u00e9fense : Qu&rsquo;est-ce que c&rsquo;est ? Pourquoi est-ce important ?<\/span><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\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<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-cats-container\">\n\t\t\t\t\t\t\t\t<ul class=\"post-categories\">\n\t\t\t\t\t\t\t\t\t<li><a href=\"https:\/\/datascientest.com\/category\/cybersecurity\" class=\"elementor-repeater-item-d205f22\">Cybers\u00e9curit\u00e9<\/a><\/li>\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/datascientest.com\/cyberdefense-tout-savoir\" target=\"_self\">\n\t\t\t\tLa cyberd\u00e9fense : Qu&rsquo;est-ce que c&rsquo;est ? Pourquoi est-ce important ?\t\t\t<\/a>\n\t\t<\/h2>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"premium-blog-meta-separator\">\u2022<\/span>\n\t\t\t\t<div class=\"premium-blog-post-time premium-blog-meta-data\">\n\t\t\t\t\t<i class=\"fa fa-calendar-alt\" aria-hidden=\"true\"><\/i>\n\t\t\t\t\t<span>novembre 11, 2024<\/span>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"premium-blog-content-inner-wrapper\">\n\t\t<p class=\"premium-blog-post-content\">\u00c0 moins de vivre dans une cabane au fond des bois, tout le monde occupe le cyberespace. Que ce soit<\/p><div class=\"premium-blog-excerpt-link-wrap\"><a href=\"https:\/\/datascientest.com\/cyberdefense-tout-savoir\" target=\"_self\" class=\"premium-blog-excerpt-link elementor-button\">Lire la suite \u00bb<\/a><\/div>\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-footer\">\n\t\t\t\t\t\t<nav class=\"premium-blog-pagination-container\" role=\"navigation\" aria-label=\"Pagination\">\n\t\t\t\t<span class=\"page-numbers current\">1<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/datascientest.com\/wp-json\/wp\/v2\/pages\/14865\/page\/2\">2<\/a>\n<a class=\"page-numbers\" href=\"https:\/\/datascientest.com\/wp-json\/wp\/v2\/pages\/14865\/page\/3\">3<\/a>\n<span class=\"page-numbers dots\">\u2026<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/datascientest.com\/wp-json\/wp\/v2\/pages\/14865\/page\/20\">20<\/a>\n<a class=\"next page-numbers\" href=\"https:\/\/datascientest.com\/wp-json\/wp\/v2\/pages\/14865\/page\/2\"> \u00bb<\/a>\t\t\t<\/nav>\n\t\t\t\t\t<\/div>\n\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-0586f2e elementor-hidden-tablet elementor-hidden-mobile e-con-full relative e-flex e-con\" data-id=\"0586f2e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-15e48c3 sticky-blog e-flex e-con-boxed e-con\" data-id=\"15e48c3\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4045789 e-flex e-con-boxed e-con\" data-id=\"4045789\" 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-6fc180f elementor-widget elementor-widget-heading\" data-id=\"6fc180f\" 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><p class=\"elementor-heading-title elementor-size-default\">DataScientest News<\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87fab6f elementor-widget elementor-widget-html\" data-id=\"87fab6f\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2.js\"><\/script>\n<script>\n  hbspt.forms.create({\n    region: \"na1\",\n    portalId: \"19831339\",\n    formId: \"812ad970-e0d8-47b2-a6f8-a2c0f9e67363\"\n  });\n<\/script>\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 class=\"elementor-element elementor-element-06103d9 elementor-widget elementor-widget-heading\" data-id=\"06103d9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Vid\u00e9os \u00e0 la une<\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c427358 e-con-full e-flex e-con\" data-id=\"c427358\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-ae0b08d e-con-full e-flex e-con\" data-id=\"ae0b08d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e92a690 elementor-widget elementor-widget-image\" data-id=\"e92a690\" 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\t<a href=\"https:\/\/youtu.be\/ixVR8uPetHQ\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"180\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/01\/ds.jpeg\" class=\"attachment-large size-large wp-image-188799\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/01\/ds.jpeg 320w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/01\/ds-300x169.jpeg 300w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3f3712f e-con-full e-flex e-con\" data-id=\"3f3712f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a07be9 elementor-widget elementor-widget-heading\" data-id=\"9a07be9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/ixVR8uPetHQ\">Que fait un Data Scientist ? - DataScientest\n<\/a><\/p>\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-8edec25 e-con-full e-flex e-con\" data-id=\"8edec25\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-1a591c1 e-con-full e-flex e-con\" data-id=\"1a591c1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ace5627 elementor-widget elementor-widget-image\" data-id=\"ace5627\" 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\t<a href=\"https:\/\/youtu.be\/q1xCeb7bJjs\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"180\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/01\/salaire-ds.jpeg\" class=\"attachment-large size-large wp-image-188800\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/01\/salaire-ds.jpeg 320w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/01\/salaire-ds-300x169.jpeg 300w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-714a938 e-con-full e-flex e-con\" data-id=\"714a938\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d9f008 elementor-widget elementor-widget-heading\" data-id=\"9d9f008\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/q1xCeb7bJjs\">Combien Gagne un Data Scientist ?\n<\/a><\/p>\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-9712bcf e-con-full e-flex e-con\" data-id=\"9712bcf\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-d1da2db e-con-full e-flex e-con\" data-id=\"d1da2db\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f01fef elementor-widget elementor-widget-image\" data-id=\"3f01fef\" 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\t<a href=\"https:\/\/youtu.be\/r-dhCc0IKfU\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"180\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/01\/cursus-ds.jpeg\" class=\"attachment-large size-large wp-image-188798\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/01\/cursus-ds.jpeg 320w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/01\/cursus-ds-300x169.jpeg 300w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d7ecca7 e-con-full e-flex e-con\" data-id=\"d7ecca7\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21940b9 elementor-widget elementor-widget-heading\" data-id=\"21940b9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/youtu.be\/r-dhCc0IKfU\">D\u00e9couvrez notre cursus Data Scientist <\/a><\/p>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b745aba e-flex e-con-boxed e-con\" data-id=\"b745aba\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c79071c e-con-full e-flex e-con\" data-id=\"c79071c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-abf309b elementor-widget elementor-widget-heading\" data-id=\"abf309b\" 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\">Vous avez des questions ? Nous avons les r\u00e9ponses.<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd1cc3a elementor-hidden-mobile elementor-widget elementor-widget-eael-adv-tabs\" data-id=\"bd1cc3a\" data-element_type=\"widget\" data-widget_type=\"eael-adv-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div data-scroll-on-click=\"no\" data-scroll-speed=\"300\" id=\"eael-advance-tabs-bd1cc3a\" class=\"eael-advance-tabs eael-tabs-vertical eael-tab-auto-active  active-caret-on\" data-tabid=\"bd1cc3a\">\n            <div class=\"eael-tabs-nav\">\n                <ul class=\"eael-tab-inline-icon\" role=\"tablist\">\n                                            <li id=\"dfinition\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"dfinition-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"eci  fontello-2708e10d-flechequestion\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">D\u00e9finition<\/span>                            \n                                                    <\/li>\n                                            <li id=\"analyse\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"analyse-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"eci  fontello-2708e10d-flechequestion\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">Analyse<\/span>                            \n                                                    <\/li>\n                                            <li id=\"innovation\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"innovation-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"eci  fontello-2708e10d-flechequestion\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">Innovation<\/span>                            \n                                                    <\/li>\n                                    <\/ul>\n            <\/div>\n            \n            <div class=\"eael-tabs-content\">\n\t\t        \n                    <div id=\"dfinition-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"dfinition-tab\">\n\t\t\t\t                                    \t\t<div data-elementor-type=\"archive\" data-elementor-id=\"185266\" class=\"elementor elementor-185266\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4580052 e-flex e-con-boxed e-con\" data-id=\"4580052\" 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-6b0d08b7 elementor-widget elementor-widget-accordion\" data-id=\"6b0d08b7\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>.elementor-accordion{text-align:left}.elementor-accordion .elementor-accordion-item{border:1px solid #d5d8dc}.elementor-accordion .elementor-accordion-item+.elementor-accordion-item{border-top:none}.elementor-accordion .elementor-tab-title{margin:0;padding:15px 20px;font-weight:700;line-height:1;cursor:pointer;outline:none}.elementor-accordion .elementor-tab-title .elementor-accordion-icon{display:inline-block;width:1.5em}.elementor-accordion .elementor-tab-title .elementor-accordion-icon svg{width:1em;height:1em}.elementor-accordion .elementor-tab-title .elementor-accordion-icon.elementor-accordion-icon-right{float:right;text-align:right}.elementor-accordion .elementor-tab-title .elementor-accordion-icon.elementor-accordion-icon-left{float:left;text-align:left}.elementor-accordion .elementor-tab-title .elementor-accordion-icon .elementor-accordion-icon-closed{display:block}.elementor-accordion .elementor-tab-title .elementor-accordion-icon .elementor-accordion-icon-opened,.elementor-accordion .elementor-tab-title.elementor-active .elementor-accordion-icon-closed{display:none}.elementor-accordion .elementor-tab-title.elementor-active .elementor-accordion-icon-opened{display:block}.elementor-accordion .elementor-tab-content{display:none;padding:15px 20px;border-top:1px solid #d5d8dc}@media (max-width:767px){.elementor-accordion .elementor-tab-title{padding:12px 15px}.elementor-accordion .elementor-tab-title .elementor-accordion-icon{width:1.2em}.elementor-accordion .elementor-tab-content{padding:7px 15px}}.e-con-inner>.elementor-widget-accordion,.e-con>.elementor-widget-accordion{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1791\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1791\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1791\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1791\">Contenu d\u2019accord\u00e9on<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1792\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1792\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Qu'est-ce que le Big Data ?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1792\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1792\"><p><span style=\"font-weight: 400;\">Le Big Data est devenu un outil essentiel pour les entreprises, leur permettant d&rsquo;acc\u00e9der \u00e0 de grandes quantit\u00e9s de donn\u00e9es et de d\u00e9couvrir des informations pr\u00e9cieuses. De <\/span><b>l&rsquo;analyse pr\u00e9dictive<\/b><span style=\"font-weight: 400;\"> \u00e0 <\/span><b>l&rsquo;intelligence artificielle<\/b><span style=\"font-weight: 400;\">, le Big Data r\u00e9volutionne la fa\u00e7on dont les entreprises travaillent.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">On peut \u00e9galement le d\u00e9finir comme une grande quantit\u00e9 de<\/span><b> donn\u00e9es non structur\u00e9es <\/b><span style=\"font-weight: 400;\">qui peuvent \u00eatre analys\u00e9es pour trouver des<\/span><b> informations pr\u00e9cieuses <\/b><span style=\"font-weight: 400;\">et les traduire en <\/span><b>actions commerciales<\/b><span style=\"font-weight: 400;\">. Le terme \u00ab\u00a0non structur\u00e9\u00a0\u00bb fait r\u00e9f\u00e9rence aux donn\u00e9es qui ne suivent pas un format ou une structure sp\u00e9cifique. Il peut s&rsquo;agir de tout, des donn\u00e9es des <\/span><b>m\u00e9dias sociaux<\/b><span style=\"font-weight: 400;\"> aux donn\u00e9es recueillies par des <\/span><b>capteurs<\/b><span style=\"font-weight: 400;\">. Les trois caract\u00e9ristiques les plus importantes du big data sont le volume, la vari\u00e9t\u00e9 et la v\u00e9locit\u00e9. Le volume fait r\u00e9f\u00e9rence \u00e0 la <\/span><b>quantit\u00e9 de donn\u00e9es collect\u00e9es<\/b><span style=\"font-weight: 400;\">. La vari\u00e9t\u00e9 fait r\u00e9f\u00e9rence aux <\/span><b>diff\u00e9rents types de donn\u00e9es<\/b><span style=\"font-weight: 400;\"> non structur\u00e9es collect\u00e9es. Et la v\u00e9locit\u00e9 fait r\u00e9f\u00e9rence \u00e0 la vitesse \u00e0 laquelle les donn\u00e9es sont<\/span><b> collect\u00e9es et g\u00e9n\u00e9r\u00e9es<\/b><span style=\"font-weight: 400;\">. Le Big Data est particuli\u00e8rement utile aux entreprises car il peut \u00eatre utilis\u00e9 pour r\u00e9pondre \u00e0 des questions et r\u00e9soudre des probl\u00e8mes d&rsquo;une mani\u00e8re pour laquelle les syst\u00e8mes de donn\u00e9es traditionnels ne sont tout simplement pas \u00e9quip\u00e9s.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1793\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1793\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Quels sont les avantages du Big Data ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1793\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1793\"><p><span style=\"font-weight: 400;\">Comme son nom l&rsquo;indique, le plus grand avantage du Big Data est sa capacit\u00e9 \u00e0 <\/span><b>d\u00e9bloquer un tr\u00e9sor d&rsquo;informations pr\u00e9cieuses<\/b><span style=\"font-weight: 400;\">. Plus g\u00e9n\u00e9ralement, les entreprises peuvent utiliser cet oc\u00e9an de donn\u00e9es pour am\u00e9liorer tous les aspects de leur activit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Voici quelques-uns des avantages :<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Le Big Data d\u00e9bloque un tr\u00e9sor d&rsquo;informations pr\u00e9cieuses. Il est id\u00e9al pour <\/span><b>la prise de d\u00e9cision<\/b><span style=\"font-weight: 400;\">,<\/span><b> la r\u00e9solution de probl\u00e8mes<\/b><span style=\"font-weight: 400;\"> et<\/span><b> l&rsquo;optimisation des processus commerciaux<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Il <\/span><b>r\u00e9duit les co\u00fbts<\/b><span style=\"font-weight: 400;\"> en limitant les d\u00e9penses excessives et en <\/span><b>augmentant l&rsquo;efficacit\u00e9 <\/b><span style=\"font-weight: 400;\">op\u00e9rationnelle.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Il <b>augmente la satisfaction<\/b><span> des clients en leur offrant des exp\u00e9riences personnalis\u00e9es et en<\/span><b> renfor\u00e7ant<\/b><span> leur engagement.<\/span><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1794\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1794\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment d\u00e9finir l\u2019Intelligence Artificielle ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1794\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1794\"><p><span style=\"font-weight: 400;\">L&rsquo;intelligence artificielle (IA) d\u00e9signe les ordinateurs capables d&rsquo;un comportement semblable \u00e0 celui de l&rsquo;Homme, notamment<\/span><b> l&rsquo;apprentissage<\/b><span style=\"font-weight: 400;\">, le <\/span><b>raisonnement<\/b><span style=\"font-weight: 400;\"> et<\/span><b> la compr\u00e9hension du langage<\/b><span style=\"font-weight: 400;\">. L&rsquo;IA peut \u00eatre utilis\u00e9e pour une grande vari\u00e9t\u00e9 de t\u00e2ches, du service client\u00e8le aux op\u00e9rations informatiques, en passant par <a href=\"https:\/\/datascientest.com\/marketing-digital-tout-savoir\" target=\"_blank\" rel=\"noopener\">le marketing digital <\/a><\/span><span style=\"font-weight: 400;\">et plus encore. De nouveaux chatbots aliment\u00e9s par l&rsquo;IA sont introduits quotidiennement. L&rsquo;IA est \u00e9galement utilis\u00e9e pour <\/span><b>cr\u00e9er de nouveaux produits<\/b><span style=\"font-weight: 400;\">, tels que des v\u00e9hicules autonomes et de <\/span><b>nouveaux syst\u00e8mes<\/b><span style=\"font-weight: 400;\"> de <\/span><a href=\"\/data-science-sante-medecine\"><span style=\"font-weight: 400;\">diagnostic m\u00e9dical<\/span><\/a><span style=\"font-weight: 400;\">. \u00c0 l&rsquo;avenir, l&rsquo;IA deviendra un domaine encore plus important, de nombreux experts pr\u00e9disent que l&rsquo;IA <\/span><b>d\u00e9passera <\/b><span style=\"font-weight: 400;\">l&rsquo;intelligence humaine d&rsquo;ici 2030.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1795\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1795\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Analyse pr\u00e9dictive : De quoi parle-t-on ?  <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1795\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1795\"><p><span style=\"font-weight: 400;\">L&rsquo;analyse pr\u00e9dictive est un<\/span><b> type d&rsquo;analyse<\/b><span style=\"font-weight: 400;\"> de donn\u00e9es qui utilise des algorithmes pour trouver des <\/span><b>relations<\/b><span style=\"font-weight: 400;\"> entre les variables afin de <\/span><b>pr\u00e9dire un comportement<\/b><span style=\"font-weight: 400;\">. Elle trouve des mod\u00e8les dans les donn\u00e9es existantes pour pr\u00e9dire les r\u00e9sultats futurs et constitue un <\/span><b>cas d&rsquo;utilisation courant<\/b><span style=\"font-weight: 400;\"> du Big Data. L&rsquo;analyse pr\u00e9dictive est souvent utilis\u00e9e en <\/span><b>marketing <\/b><span style=\"font-weight: 400;\">pour <\/span><span style=\"text-decoration: underline;\"><a href=\"\/integrer-la-data-science-dans-votre-strategie-marketing\"><span style=\"font-weight: 400;\">pr\u00e9voir le comportement des clients<\/span><\/a><\/span><span style=\"font-weight: 400;\">. L&rsquo;analyse pr\u00e9dictive peut \u00e9galement \u00eatre appliqu\u00e9e \u00e0 d&rsquo;autres domaines d&rsquo;activit\u00e9 pour aider \u00e0 la <\/span><b>prise de d\u00e9cision<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t                            <\/div>\n\t\t        \n                    <div id=\"analyse-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"analyse-tab\">\n\t\t\t\t                                    \t\t<div data-elementor-type=\"archive\" data-elementor-id=\"185271\" class=\"elementor elementor-185271\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-980eef3 e-flex e-con-boxed e-con\" data-id=\"980eef3\" 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-1dd32b01 elementor-widget elementor-widget-accordion\" data-id=\"1dd32b01\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5001\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-5001\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5001\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-5001\">Contenu d\u2019accord\u00e9on<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5002\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-5002\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment tirer profit des donn\u00e9es ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5002\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-5002\"><p><span style=\"font-weight: 400;\">Il existe plusieurs fa\u00e7ons de tirer profit des <\/span><b>donn\u00e9es r\u00e9colt\u00e9es<\/b><span style=\"font-weight: 400;\">. L&rsquo;une d&rsquo;entre elles consiste \u00e0 passer manuellement les donn\u00e9es au crible afin d&rsquo;en<\/span><b> tirer des enseignements<\/b><span style=\"font-weight: 400;\">. Vous pouvez \u00e9galement utiliser un outil de d\u00e9couverte de donn\u00e9es automatis\u00e9 pour<\/span><b> analyser vos donn\u00e9es<\/b><span style=\"font-weight: 400;\"> et <\/span><b>identifier<\/b><span style=\"font-weight: 400;\"> des informations exploitables. Les <\/span><b>outils automatis\u00e9s<\/b><span style=\"font-weight: 400;\"> sont parfaits pour traiter de grands volumes de donn\u00e9es, y compris celles qui sont collect\u00e9es \u00e0 partir de dispositifs <\/span><b>Internet Of Things<\/b><span style=\"font-weight: 400;\"> (IoT). Si vous souhaitez adopter l&rsquo;IA, vous devez vous assurer que vos donn\u00e9es sont correctement <\/span><b>structur\u00e9es<\/b><span style=\"font-weight: 400;\"> pour que l&rsquo;IA puisse les analyser. Si vous adoptez une <\/span><a href=\"\/differences-clouds\"><span style=\"font-weight: 400;\">solution bas\u00e9e sur le cloud<\/span><\/a><span style=\"font-weight: 400;\">, vous pouvez utiliser un <\/span><b>service g\u00e9r\u00e9<\/b><span style=\"font-weight: 400;\"> pour prendre en charge<\/span><b> l&rsquo;aspect technique<\/b><span style=\"font-weight: 400;\"> des choses, vous laissant libre de vous concentrer sur la <\/span><b>meilleure fa\u00e7on d&rsquo;utiliser les informations<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5003\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-5003\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Quelles sont les probl\u00e9matiques actuelles ?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5003\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-5003\"><p><span style=\"font-weight: 400;\">Le Big Data pr\u00e9sente d&rsquo;<\/span><b>\u00e9normes avantages<\/b><span style=\"font-weight: 400;\">, mais il s&rsquo;accompagne \u00e9galement de <\/span><b>certains d\u00e9fis<\/b><span style=\"font-weight: 400;\">. Le plus grand d\u00e9fi est la <\/span><b>gestion des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> elles-m\u00eames. Une fois qu\u2019une entit\u00e9 \u00e0 acc\u00e8s \u00e0 toutes ces donn\u00e9es, elle doit trouver un moyen de les <\/span><b>organiser<\/b><span style=\"font-weight: 400;\">, de les <\/span><b>stocker<\/b><span style=\"font-weight: 400;\"> et de leur <\/span><b>donner un sens<\/b><span style=\"font-weight: 400;\">. Si les donn\u00e9es ne sont pas organis\u00e9es correctement, il est peu probable qu&rsquo;elles soient utiles et elles ne pourront \u00eatre utilis\u00e9es par la suite. C\u2019est pourquoi la collecte des donn\u00e9es constitue un autre d\u00e9fi. Il est n\u00e9cessaire d\u2019avoir les <\/span><b>bons outils<\/b><span style=\"font-weight: 400;\"> pour collecter des donn\u00e9es \u00e0 partir de <\/span><b>sources diff\u00e9rentes<\/b><span style=\"font-weight: 400;\"> (par exemple, les m\u00e9dias sociaux, les appareils IoT, etc.). Une fois que les donn\u00e9es ont \u00e9t\u00e9 r\u00e9colt\u00e9es, elles doivent \u00eatre <\/span><b>stock\u00e9es <\/b><span style=\"font-weight: 400;\">en toute<\/span><b> s\u00e9curit\u00e9<\/b><span style=\"font-weight: 400;\"> et s\u2019assurer qu\u2019elles <\/span><b>restent \u00e0 jour<\/b><span style=\"font-weight: 400;\">. L\u2019accessibilit\u00e9 \u00e0 ces informations est \u00e9galement un point tr\u00e8s important afin que les <\/span><a href=\"\/metiers-big-data\"><span style=\"font-weight: 400;\">personnes charg\u00e9es de l\u2019\u00e9tude et de l&rsquo;analyse<\/span><\/a><span style=\"font-weight: 400;\"> de ces donn\u00e9es soient en mesure de les <\/span><b>utiliser efficacement<\/b><span style=\"font-weight: 400;\">. <\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">Enfin, il peut \u00eatre difficile de tirer le meilleur parti du Big Data car il n\u00e9cessite g\u00e9n\u00e9ralement des <\/span><b>investissements importants<\/b><span style=\"font-weight: 400;\">. Dans de nombreux cas, les entreprises devront <\/span><b>mettre \u00e0 niveau<\/b><span style=\"font-weight: 400;\"> et\/ou <\/span><b>remplacer<\/b><span style=\"font-weight: 400;\"> leurs syst\u00e8mes existants pour pouvoir<\/span><b> traiter <\/b><span style=\"font-weight: 400;\">les donn\u00e9es suppl\u00e9mentaires.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5004\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-5004\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment assurer la qualit\u00e9 des Data r\u00e9colt\u00e9es ?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5004\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-5004\"><p><span style=\"font-weight: 400;\">Assurer la qualit\u00e9 des Data est essentiel pour garantir une <\/span><b>analyse fiable<\/b><span style=\"font-weight: 400;\"> et des r\u00e9sultats fiables. Une qualit\u00e9 insuffisante des Data peut entra\u00eener des erreurs d&rsquo;analyse et des conclusions erron\u00e9es.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Afin d\u2019\u00e9viter ces genre de probl\u00e8mes, il est important de mettre en place des <\/span><b>processus rigoureux<\/b><span style=\"font-weight: 400;\"> pour la collecte, la validation et la gestion des Data. Cela peut inclure la v\u00e9rification de la pr\u00e9cision des Data, la suppression des donn\u00e9es dupliqu\u00e9es ou obsol\u00e8tes et la correction d&rsquo;erreurs \u00e9ventuelles. C\u2019est entre autres le travail du <\/span><a href=\"https:\/\/datascientest.com\/formation-data-analyst\"><span style=\"font-weight: 400;\">Data Analyst.<\/span><\/a><\/p><p><span style=\"font-weight: 400;\">En pr\u00e9servant la qualit\u00e9 de la Data, les entreprises peuvent \u00eatre s\u00fbres d&rsquo;avoir des informations fiables pour prendre des <\/span><b>d\u00e9cisions strat\u00e9giques et op\u00e9rationnelles <\/b><span style=\"font-weight: 400;\">\u00e9clair\u00e9es.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5005\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-5005\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment la Data peut-elle am\u00e9liorer les d\u00e9cisions strat\u00e9giques?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5005\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-5005\"><p><span style=\"font-weight: 400;\">La data peut \u00eatre utilis\u00e9e pour orienter les d\u00e9cisions strat\u00e9giques de diff\u00e9rentes mani\u00e8res. Tout d&rsquo;abord, elle offre la visibilit\u00e9 sur la situation actuelle de l\u2019entreprise, informations cruciales pour la <\/span><b>prise de d\u00e9cision<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, la Data peut fournir des informations sur les <\/span><b>tendances du march\u00e9<\/b><span style=\"font-weight: 400;\"> et des consommateurs, ces pr\u00e9visions qui permettent aux entreprises de pouvoir anticiper les besoins futurs.<\/span><\/p><p><span style=\"font-weight: 400;\">Enfin, la Data permet d\u2019<\/span><a href=\"https:\/\/datascientest.com\/a-b-testing-tout-savoir\"><span style=\"font-weight: 400;\">\u00e9valuer l\u2019efficacit\u00e9 des initiatives<\/span><\/a><span style=\"font-weight: 400;\"> prises et les r\u00e9sultats des d\u00e9cisions strat\u00e9giques pass\u00e9es.<\/span><\/p><\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t                            <\/div>\n\t\t        \n                    <div id=\"innovation-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"innovation-tab\">\n\t\t\t\t                                    \t\t<div data-elementor-type=\"archive\" data-elementor-id=\"185275\" class=\"elementor elementor-185275\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-041ec93 e-flex e-con-boxed e-con\" data-id=\"041ec93\" 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-1850c860 elementor-widget elementor-widget-accordion\" data-id=\"1850c860\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4071\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-4071\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4071\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-4071\">Contenu d\u2019accord\u00e9on<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4072\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-4072\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment a \u00e9volu\u00e9 le Big Data au cours de ces derni\u00e8res ann\u00e9es ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4072\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-4072\"><p><span style=\"font-weight: 400;\">Les avantages du Big Data sont reconnus depuis longtemps, mais la technologie continue d&rsquo;<\/span><b>\u00e9voluer<\/b><span style=\"font-weight: 400;\"> et de<\/span><b> se transformer<\/b><span style=\"font-weight: 400;\">, et de nouvelles tendances apparaissent sans cesse. Les derni\u00e8res tendances en mati\u00e8re de Big Data incluent l&rsquo;essor de <\/span><span style=\"text-decoration: underline;\"><a href=\"https:\/\/datascientest.com\/intelligence-artificielle-definition\"><span style=\"font-weight: 400;\">l&rsquo;intelligence artificielle<\/span><\/a><\/span><span style=\"font-weight: 400;\"> (IA), <\/span><b>l&rsquo;int\u00e9gration de capteurs<\/b><span style=\"font-weight: 400;\"> et l&rsquo;essor de<\/span><b> l&rsquo;edge computing<\/b><span style=\"font-weight: 400;\">. L&rsquo;essor de l&rsquo;IA est l&rsquo;une des \u00e9volutions r\u00e9centes les plus significatives dans ce domaine. L&rsquo;IA a connu une <\/span><b>croissance r\u00e9guli\u00e8re<\/b><span style=\"font-weight: 400;\"> au cours de la derni\u00e8re d\u00e9cennie, mais son \u00e9volution et son utilisation ont <\/span><b>explos\u00e9 r\u00e9cemment<\/b><span style=\"font-weight: 400;\">. La technologie s&rsquo;\u00e9tant am\u00e9lior\u00e9e et \u00e9tant devenue plus largement disponible. L&rsquo;int\u00e9gration de capteurs fait partie des tendances<\/span> <span style=\"font-weight: 400;\">importantes du Big Data. \u00c9galement, <\/span><b>l&rsquo;essor des appareils IoT<\/b><span style=\"font-weight: 400;\"> a cr\u00e9\u00e9 une \u00e9norme quantit\u00e9 de nouvelles donn\u00e9es qui doivent \u00eatre<\/span> <b>collect\u00e9es<\/b><span style=\"font-weight: 400;\"> et<\/span><b> analys\u00e9es<\/b><span style=\"font-weight: 400;\">. Le Big Data peut aider les entreprises \u00e0 tirer le meilleur parti de ces nouvelles donn\u00e9es en les utilisant pour <\/span><b>am\u00e9liorer<\/b><span style=\"font-weight: 400;\"> les produits existants, <\/span><b>cr\u00e9er<\/b><span style=\"font-weight: 400;\"> de nouveaux produits et <\/span><b>am\u00e9liorer l&rsquo;exp\u00e9rience client<\/b><span style=\"font-weight: 400;\">. L&rsquo;essor de <\/span><b>l&rsquo;informatique p\u00e9riph\u00e9rique<\/b><span style=\"font-weight: 400;\"> est une autre \u00e9volution importante qui pourrait avoir d&rsquo;\u00e9normes r\u00e9percussions sur le Big Data. Avec l&rsquo;informatique de p\u00e9riph\u00e9rie, l&rsquo;analyse des donn\u00e9es <\/span><b>se fait \u00e0 la p\u00e9riph\u00e9rie<\/b><span style=\"font-weight: 400;\"> m\u00eame d&rsquo;un r\u00e9seau plut\u00f4t que dans un <\/span><b>lieu centralis\u00e9<\/b><span style=\"font-weight: 400;\">. Cela signifie que davantage de donn\u00e9es peuvent \u00eatre analys\u00e9es en temps r\u00e9el, fournissant aux entreprises les informations dont elles ont besoin pour prendre des d\u00e9cisions <\/span><b>rapides <\/b><span style=\"font-weight: 400;\">et <\/span><b>\u00e9clair\u00e9es<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4073\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-4073\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">O\u00f9 et comment se tenir au courant des derni\u00e8res nouveaut\u00e9s ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4073\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-4073\"><p><span style=\"font-weight: 400;\">De nos jours, il est important de se tenir au courant des derni\u00e8res tendances en mati\u00e8re de Big Data. Les entreprises doivent<\/span><b> examiner r\u00e9guli\u00e8rement<\/b><span style=\"font-weight: 400;\"> les donn\u00e9es collect\u00e9es et s\u2019assurer qu&rsquo;elles sont <\/span><b>utilis\u00e9es efficacement<\/b><span style=\"font-weight: 400;\">. Il existe de nombreuses informations sur les derni\u00e8res tendances en mati\u00e8re de Big Data, mais il peut \u00eatre difficile de savoir par <\/span><b>o\u00f9 commencer<\/b><span style=\"font-weight: 400;\">. Pour \u00e7a, nous avons une solution : Vous pouvez vous tenir au courant en vous int\u00e9ressant \u00e0 <\/span><b>nos publications <\/b><span style=\"font-weight: 400;\">sur les diff\u00e9rents th\u00e8mes autour du <\/span><b>Big Data<\/b><span style=\"font-weight: 400;\"> (Machine Learning, Python, Cloud, Actualit\u00e9s Data, Projets Data \u2026), vous pouvez \u00e9galement nous suivre sur nos diff\u00e9rents <\/span><b>r\u00e9seaux sociaux<\/b><span style=\"font-weight: 400;\"> tels que <\/span><a href=\"https:\/\/www.linkedin.com\/school\/datascientest\/mycompany\/\"><span style=\"font-weight: 400;\">Linkedin<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/www.facebook.com\/datascientest\/\"><span style=\"font-weight: 400;\">Facebook<\/span><\/a><span style=\"font-weight: 400;\">, o\u00f9 nous postons r\u00e9guli\u00e8rement des actualit\u00e9es autour de la <\/span><b>Data Science<\/b><span style=\"font-weight: 400;\"> et des diff\u00e9rents <\/span><b>\u00e9v\u00e8nements<\/b><span style=\"font-weight: 400;\"> que nous organisons (salons, journ\u00e9es portes ouvertes, \u2026). Enfin, vous pouvez \u00e9galement vous inscrire \u00e0 <\/span><b>notre newsletter<\/b><span style=\"font-weight: 400;\">. Vous pouvez \u00e9galement assister \u00e0 des conf\u00e9rences et \u00e0 des s\u00e9minaires pour avoir un aper\u00e7u plus approfondi des <\/span><b>derni\u00e8res tendances et \u00e9volutions<\/b><span style=\"font-weight: 400;\"> en mati\u00e8re de Big Data..<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4074\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-4074\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment la data transforme le monde du travail ?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4074\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-4074\"><p><span style=\"font-weight: 400;\">La Data est en train de <\/span><b>transformer le monde du travail <\/b><span style=\"font-weight: 400;\">de plusieurs fa\u00e7ons. Tout d&rsquo;abord, elle aide les entreprises \u00e0 <\/span><b>mieux comprendre leurs employ\u00e9s<\/b><span style=\"font-weight: 400;\"> et leurs habitudes de travail en collectant des donn\u00e9es sur leur performance, leur productivit\u00e9 et leur satisfaction au travail.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">De plus, la Data permet aux employ\u00e9s de <\/span><b>prendre des d\u00e9cisions<\/b><span style=\"font-weight: 400;\"> plus \u00e9clair\u00e9es et inform\u00e9es gr\u00e2ce \u00e0 l&rsquo;<\/span><b>analyse de donn\u00e9es en temps r\u00e9el<\/b><span style=\"font-weight: 400;\">. Cela peut inclure la surveillance des performances, la planification des ressources et la prise de d\u00e9cisions pour maximiser la productivit\u00e9 et l&rsquo;efficacit\u00e9.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En somme, la Data est en train de transformer le monde du travail en permettant une meilleure compr\u00e9hension de la <\/span><b>performance<\/b><span style=\"font-weight: 400;\">, en fournissant des informations plus pr\u00e9cises pour prendre des <\/span><b>d\u00e9cisions<\/b><span style=\"font-weight: 400;\"> et en permettant un d\u00e9veloppement continu des comp\u00e9tences.<\/span><\/p><\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t                            <\/div>\n\t\t                    <\/div>\n        <\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f8c6c7 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-eael-adv-accordion\" data-id=\"2f8c6c7\" data-element_type=\"widget\" data-widget_type=\"eael-adv-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div class=\"eael-adv-accordion\" id=\"eael-adv-accordion-2f8c6c7\" data-scroll-on-click=\"no\" data-scroll-speed=\"300\" data-accordion-id=\"2f8c6c7\" data-accordion-type=\"accordion\" data-toogle-speed=\"300\">\n    <div class=\"eael-accordion-list\">\n                <div id=\"dfinition\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"1\" aria-controls=\"elementor-tab-content-4981\"><span class=\"eael-advanced-accordion-icon-closed\"><i aria-hidden=\"true\" class=\"fa-accordion-icon icon icon-faq\"><\/i><\/span><span class=\"eael-advanced-accordion-icon-opened\"><\/span><span class=\"eael-accordion-tab-title\">D\u00e9finition<\/span><i aria-hidden=\"true\" class=\"fa-toggle eci  fontello-d71a055e-right\"><\/i><\/div><div id=\"elementor-tab-content-4981\" class=\"eael-accordion-content clearfix\" data-tab=\"1\" aria-labelledby=\"dfinition\"><style>.elementor-185266 .elementor-element.elementor-element-4580052{--display:flex;--flex-direction:column;--container-widget-width:100%;--container-widget-height:initial;--container-widget-flex-grow:0;--container-widget-align-self:initial;--background-transition:0.3s;--padding-top:0px;--padding-right:0px;--padding-bottom:0px;--padding-left:0px;}.elementor-185266 .elementor-element.elementor-element-6b0d08b7 .elementor-tab-title{background-color:var( --e-global-color-c9f7a90 );}.elementor-185266 .elementor-element.elementor-element-6b0d08b7 .elementor-active .elementor-accordion-icon, .elementor-185266 .elementor-element.elementor-element-6b0d08b7 .elementor-active .elementor-accordion-title{color:var( --e-global-color-secondary );}.elementor-185266 .elementor-element.elementor-element-6b0d08b7 .elementor-active .elementor-accordion-icon svg{fill:var( --e-global-color-secondary );}.elementor-185266 .elementor-element.elementor-element-6b0d08b7 .elementor-tab-content{background-color:var( --e-global-color-c9f7a90 );font-family:\"Rubik\", Sans-serif;font-weight:normal;}\/* Start custom CSS for accordion, class: .elementor-element-6b0d08b7 *\/\/* Hides the first accordion item *\/\n.elementor-185266 .elementor-element.elementor-element-6b0d08b7 .elementor-accordion-item:first-child {\ndisplay: none;\n}\n\n.elementor-185266 .elementor-element.elementor-element-6b0d08b7 .elementor-accordion-item:nth-child(2) {\n    border-top: 1px solid #d4d4d4;\n}\/* End custom CSS *\/\n\/* Start Custom Fonts CSS *\/@font-face {\n\tfont-family: 'Rubik';\n\tfont-style: normal;\n\tfont-weight: normal;\n\tfont-display: auto;\n\tsrc: url('https:\/\/datascientest.com\/wp-content\/uploads\/2022\/02\/Rubik-Regular.ttf') format('truetype');\n}\n\/* End Custom Fonts CSS *\/<\/style>\t\t<div data-elementor-type=\"archive\" data-elementor-id=\"185266\" class=\"elementor elementor-185266\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4580052 e-flex e-con-boxed e-con\" data-id=\"4580052\" 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-6b0d08b7 elementor-widget elementor-widget-accordion\" data-id=\"6b0d08b7\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1791\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1791\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1791\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1791\">Contenu d\u2019accord\u00e9on<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1792\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1792\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Qu'est-ce que le Big Data ?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1792\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1792\"><p><span style=\"font-weight: 400;\">Le Big Data est devenu un outil essentiel pour les entreprises, leur permettant d&rsquo;acc\u00e9der \u00e0 de grandes quantit\u00e9s de donn\u00e9es et de d\u00e9couvrir des informations pr\u00e9cieuses. De <\/span><b>l&rsquo;analyse pr\u00e9dictive<\/b><span style=\"font-weight: 400;\"> \u00e0 <\/span><b>l&rsquo;intelligence artificielle<\/b><span style=\"font-weight: 400;\">, le Big Data r\u00e9volutionne la fa\u00e7on dont les entreprises travaillent.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">On peut \u00e9galement le d\u00e9finir comme une grande quantit\u00e9 de<\/span><b> donn\u00e9es non structur\u00e9es <\/b><span style=\"font-weight: 400;\">qui peuvent \u00eatre analys\u00e9es pour trouver des<\/span><b> informations pr\u00e9cieuses <\/b><span style=\"font-weight: 400;\">et les traduire en <\/span><b>actions commerciales<\/b><span style=\"font-weight: 400;\">. Le terme \u00ab\u00a0non structur\u00e9\u00a0\u00bb fait r\u00e9f\u00e9rence aux donn\u00e9es qui ne suivent pas un format ou une structure sp\u00e9cifique. Il peut s&rsquo;agir de tout, des donn\u00e9es des <\/span><b>m\u00e9dias sociaux<\/b><span style=\"font-weight: 400;\"> aux donn\u00e9es recueillies par des <\/span><b>capteurs<\/b><span style=\"font-weight: 400;\">. Les trois caract\u00e9ristiques les plus importantes du big data sont le volume, la vari\u00e9t\u00e9 et la v\u00e9locit\u00e9. Le volume fait r\u00e9f\u00e9rence \u00e0 la <\/span><b>quantit\u00e9 de donn\u00e9es collect\u00e9es<\/b><span style=\"font-weight: 400;\">. La vari\u00e9t\u00e9 fait r\u00e9f\u00e9rence aux <\/span><b>diff\u00e9rents types de donn\u00e9es<\/b><span style=\"font-weight: 400;\"> non structur\u00e9es collect\u00e9es. Et la v\u00e9locit\u00e9 fait r\u00e9f\u00e9rence \u00e0 la vitesse \u00e0 laquelle les donn\u00e9es sont<\/span><b> collect\u00e9es et g\u00e9n\u00e9r\u00e9es<\/b><span style=\"font-weight: 400;\">. Le Big Data est particuli\u00e8rement utile aux entreprises car il peut \u00eatre utilis\u00e9 pour r\u00e9pondre \u00e0 des questions et r\u00e9soudre des probl\u00e8mes d&rsquo;une mani\u00e8re pour laquelle les syst\u00e8mes de donn\u00e9es traditionnels ne sont tout simplement pas \u00e9quip\u00e9s.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1793\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1793\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Quels sont les avantages du Big Data ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1793\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1793\"><p><span style=\"font-weight: 400;\">Comme son nom l&rsquo;indique, le plus grand avantage du Big Data est sa capacit\u00e9 \u00e0 <\/span><b>d\u00e9bloquer un tr\u00e9sor d&rsquo;informations pr\u00e9cieuses<\/b><span style=\"font-weight: 400;\">. Plus g\u00e9n\u00e9ralement, les entreprises peuvent utiliser cet oc\u00e9an de donn\u00e9es pour am\u00e9liorer tous les aspects de leur activit\u00e9.<\/span><\/p><p><span style=\"font-weight: 400;\">Voici quelques-uns des avantages :<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Le Big Data d\u00e9bloque un tr\u00e9sor d&rsquo;informations pr\u00e9cieuses. Il est id\u00e9al pour <\/span><b>la prise de d\u00e9cision<\/b><span style=\"font-weight: 400;\">,<\/span><b> la r\u00e9solution de probl\u00e8mes<\/b><span style=\"font-weight: 400;\"> et<\/span><b> l&rsquo;optimisation des processus commerciaux<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Il <\/span><b>r\u00e9duit les co\u00fbts<\/b><span style=\"font-weight: 400;\"> en limitant les d\u00e9penses excessives et en <\/span><b>augmentant l&rsquo;efficacit\u00e9 <\/b><span style=\"font-weight: 400;\">op\u00e9rationnelle.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Il <b>augmente la satisfaction<\/b><span> des clients en leur offrant des exp\u00e9riences personnalis\u00e9es et en<\/span><b> renfor\u00e7ant<\/b><span> leur engagement.<\/span><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1794\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1794\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment d\u00e9finir l\u2019Intelligence Artificielle ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1794\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1794\"><p><span style=\"font-weight: 400;\">L&rsquo;intelligence artificielle (IA) d\u00e9signe les ordinateurs capables d&rsquo;un comportement semblable \u00e0 celui de l&rsquo;Homme, notamment<\/span><b> l&rsquo;apprentissage<\/b><span style=\"font-weight: 400;\">, le <\/span><b>raisonnement<\/b><span style=\"font-weight: 400;\"> et<\/span><b> la compr\u00e9hension du langage<\/b><span style=\"font-weight: 400;\">. L&rsquo;IA peut \u00eatre utilis\u00e9e pour une grande vari\u00e9t\u00e9 de t\u00e2ches, du service client\u00e8le aux op\u00e9rations informatiques, en passant par <a href=\"https:\/\/datascientest.com\/marketing-digital-tout-savoir\" target=\"_blank\" rel=\"noopener\">le marketing digital <\/a><\/span><span style=\"font-weight: 400;\">et plus encore. De nouveaux chatbots aliment\u00e9s par l&rsquo;IA sont introduits quotidiennement. L&rsquo;IA est \u00e9galement utilis\u00e9e pour <\/span><b>cr\u00e9er de nouveaux produits<\/b><span style=\"font-weight: 400;\">, tels que des v\u00e9hicules autonomes et de <\/span><b>nouveaux syst\u00e8mes<\/b><span style=\"font-weight: 400;\"> de <\/span><a href=\"\/data-science-sante-medecine\"><span style=\"font-weight: 400;\">diagnostic m\u00e9dical<\/span><\/a><span style=\"font-weight: 400;\">. \u00c0 l&rsquo;avenir, l&rsquo;IA deviendra un domaine encore plus important, de nombreux experts pr\u00e9disent que l&rsquo;IA <\/span><b>d\u00e9passera <\/b><span style=\"font-weight: 400;\">l&rsquo;intelligence humaine d&rsquo;ici 2030.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1795\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1795\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Analyse pr\u00e9dictive : De quoi parle-t-on ?  <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1795\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1795\"><p><span style=\"font-weight: 400;\">L&rsquo;analyse pr\u00e9dictive est un<\/span><b> type d&rsquo;analyse<\/b><span style=\"font-weight: 400;\"> de donn\u00e9es qui utilise des algorithmes pour trouver des <\/span><b>relations<\/b><span style=\"font-weight: 400;\"> entre les variables afin de <\/span><b>pr\u00e9dire un comportement<\/b><span style=\"font-weight: 400;\">. Elle trouve des mod\u00e8les dans les donn\u00e9es existantes pour pr\u00e9dire les r\u00e9sultats futurs et constitue un <\/span><b>cas d&rsquo;utilisation courant<\/b><span style=\"font-weight: 400;\"> du Big Data. L&rsquo;analyse pr\u00e9dictive est souvent utilis\u00e9e en <\/span><b>marketing <\/b><span style=\"font-weight: 400;\">pour <\/span><span style=\"text-decoration: underline;\"><a href=\"\/integrer-la-data-science-dans-votre-strategie-marketing\"><span style=\"font-weight: 400;\">pr\u00e9voir le comportement des clients<\/span><\/a><\/span><span style=\"font-weight: 400;\">. L&rsquo;analyse pr\u00e9dictive peut \u00e9galement \u00eatre appliqu\u00e9e \u00e0 d&rsquo;autres domaines d&rsquo;activit\u00e9 pour aider \u00e0 la <\/span><b>prise de d\u00e9cision<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"analyse\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"2\" aria-controls=\"elementor-tab-content-4982\"><span class=\"eael-advanced-accordion-icon-closed\"><i aria-hidden=\"true\" class=\"fa-accordion-icon icon icon-faq\"><\/i><\/span><span class=\"eael-advanced-accordion-icon-opened\"><\/span><span class=\"eael-accordion-tab-title\">Analyse<\/span><i aria-hidden=\"true\" class=\"fa-toggle eci  fontello-d71a055e-right\"><\/i><\/div><div id=\"elementor-tab-content-4982\" class=\"eael-accordion-content clearfix\" data-tab=\"2\" aria-labelledby=\"analyse\"><style>.elementor-185271 .elementor-element.elementor-element-980eef3{--display:flex;--flex-direction:column;--container-widget-width:100%;--container-widget-height:initial;--container-widget-flex-grow:0;--container-widget-align-self:initial;--background-transition:0.3s;--padding-top:0px;--padding-right:0px;--padding-bottom:0px;--padding-left:0px;}.elementor-185271 .elementor-element.elementor-element-1dd32b01 .elementor-tab-title{background-color:var( --e-global-color-c9f7a90 );}.elementor-185271 .elementor-element.elementor-element-1dd32b01 .elementor-active .elementor-accordion-icon, .elementor-185271 .elementor-element.elementor-element-1dd32b01 .elementor-active .elementor-accordion-title{color:var( --e-global-color-secondary );}.elementor-185271 .elementor-element.elementor-element-1dd32b01 .elementor-active .elementor-accordion-icon svg{fill:var( --e-global-color-secondary );}.elementor-185271 .elementor-element.elementor-element-1dd32b01 .elementor-tab-content{background-color:var( --e-global-color-c9f7a90 );font-family:\"Rubik\", Sans-serif;font-weight:normal;}\/* Start custom CSS for accordion, class: .elementor-element-1dd32b01 *\/\/* Hides the first accordion item *\/\n.elementor-185271 .elementor-element.elementor-element-1dd32b01 .elementor-accordion-item:first-child {\ndisplay: none;\n}\n\n.elementor-185271 .elementor-element.elementor-element-1dd32b01 .elementor-accordion-item:nth-child(2) {\n    border-top: 1px solid #d4d4d4;\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"archive\" data-elementor-id=\"185271\" class=\"elementor elementor-185271\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-980eef3 e-flex e-con-boxed e-con\" data-id=\"980eef3\" 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-1dd32b01 elementor-widget elementor-widget-accordion\" data-id=\"1dd32b01\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5001\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-5001\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5001\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-5001\">Contenu d\u2019accord\u00e9on<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5002\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-5002\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment tirer profit des donn\u00e9es ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5002\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-5002\"><p><span style=\"font-weight: 400;\">Il existe plusieurs fa\u00e7ons de tirer profit des <\/span><b>donn\u00e9es r\u00e9colt\u00e9es<\/b><span style=\"font-weight: 400;\">. L&rsquo;une d&rsquo;entre elles consiste \u00e0 passer manuellement les donn\u00e9es au crible afin d&rsquo;en<\/span><b> tirer des enseignements<\/b><span style=\"font-weight: 400;\">. Vous pouvez \u00e9galement utiliser un outil de d\u00e9couverte de donn\u00e9es automatis\u00e9 pour<\/span><b> analyser vos donn\u00e9es<\/b><span style=\"font-weight: 400;\"> et <\/span><b>identifier<\/b><span style=\"font-weight: 400;\"> des informations exploitables. Les <\/span><b>outils automatis\u00e9s<\/b><span style=\"font-weight: 400;\"> sont parfaits pour traiter de grands volumes de donn\u00e9es, y compris celles qui sont collect\u00e9es \u00e0 partir de dispositifs <\/span><b>Internet Of Things<\/b><span style=\"font-weight: 400;\"> (IoT). Si vous souhaitez adopter l&rsquo;IA, vous devez vous assurer que vos donn\u00e9es sont correctement <\/span><b>structur\u00e9es<\/b><span style=\"font-weight: 400;\"> pour que l&rsquo;IA puisse les analyser. Si vous adoptez une <\/span><a href=\"\/differences-clouds\"><span style=\"font-weight: 400;\">solution bas\u00e9e sur le cloud<\/span><\/a><span style=\"font-weight: 400;\">, vous pouvez utiliser un <\/span><b>service g\u00e9r\u00e9<\/b><span style=\"font-weight: 400;\"> pour prendre en charge<\/span><b> l&rsquo;aspect technique<\/b><span style=\"font-weight: 400;\"> des choses, vous laissant libre de vous concentrer sur la <\/span><b>meilleure fa\u00e7on d&rsquo;utiliser les informations<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5003\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-5003\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Quelles sont les probl\u00e9matiques actuelles ?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5003\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-5003\"><p><span style=\"font-weight: 400;\">Le Big Data pr\u00e9sente d&rsquo;<\/span><b>\u00e9normes avantages<\/b><span style=\"font-weight: 400;\">, mais il s&rsquo;accompagne \u00e9galement de <\/span><b>certains d\u00e9fis<\/b><span style=\"font-weight: 400;\">. Le plus grand d\u00e9fi est la <\/span><b>gestion des donn\u00e9es<\/b><span style=\"font-weight: 400;\"> elles-m\u00eames. Une fois qu\u2019une entit\u00e9 \u00e0 acc\u00e8s \u00e0 toutes ces donn\u00e9es, elle doit trouver un moyen de les <\/span><b>organiser<\/b><span style=\"font-weight: 400;\">, de les <\/span><b>stocker<\/b><span style=\"font-weight: 400;\"> et de leur <\/span><b>donner un sens<\/b><span style=\"font-weight: 400;\">. Si les donn\u00e9es ne sont pas organis\u00e9es correctement, il est peu probable qu&rsquo;elles soient utiles et elles ne pourront \u00eatre utilis\u00e9es par la suite. C\u2019est pourquoi la collecte des donn\u00e9es constitue un autre d\u00e9fi. Il est n\u00e9cessaire d\u2019avoir les <\/span><b>bons outils<\/b><span style=\"font-weight: 400;\"> pour collecter des donn\u00e9es \u00e0 partir de <\/span><b>sources diff\u00e9rentes<\/b><span style=\"font-weight: 400;\"> (par exemple, les m\u00e9dias sociaux, les appareils IoT, etc.). Une fois que les donn\u00e9es ont \u00e9t\u00e9 r\u00e9colt\u00e9es, elles doivent \u00eatre <\/span><b>stock\u00e9es <\/b><span style=\"font-weight: 400;\">en toute<\/span><b> s\u00e9curit\u00e9<\/b><span style=\"font-weight: 400;\"> et s\u2019assurer qu\u2019elles <\/span><b>restent \u00e0 jour<\/b><span style=\"font-weight: 400;\">. L\u2019accessibilit\u00e9 \u00e0 ces informations est \u00e9galement un point tr\u00e8s important afin que les <\/span><a href=\"\/metiers-big-data\"><span style=\"font-weight: 400;\">personnes charg\u00e9es de l\u2019\u00e9tude et de l&rsquo;analyse<\/span><\/a><span style=\"font-weight: 400;\"> de ces donn\u00e9es soient en mesure de les <\/span><b>utiliser efficacement<\/b><span style=\"font-weight: 400;\">. <\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">Enfin, il peut \u00eatre difficile de tirer le meilleur parti du Big Data car il n\u00e9cessite g\u00e9n\u00e9ralement des <\/span><b>investissements importants<\/b><span style=\"font-weight: 400;\">. Dans de nombreux cas, les entreprises devront <\/span><b>mettre \u00e0 niveau<\/b><span style=\"font-weight: 400;\"> et\/ou <\/span><b>remplacer<\/b><span style=\"font-weight: 400;\"> leurs syst\u00e8mes existants pour pouvoir<\/span><b> traiter <\/b><span style=\"font-weight: 400;\">les donn\u00e9es suppl\u00e9mentaires.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5004\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-5004\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment assurer la qualit\u00e9 des Data r\u00e9colt\u00e9es ?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5004\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-5004\"><p><span style=\"font-weight: 400;\">Assurer la qualit\u00e9 des Data est essentiel pour garantir une <\/span><b>analyse fiable<\/b><span style=\"font-weight: 400;\"> et des r\u00e9sultats fiables. Une qualit\u00e9 insuffisante des Data peut entra\u00eener des erreurs d&rsquo;analyse et des conclusions erron\u00e9es.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Afin d\u2019\u00e9viter ces genre de probl\u00e8mes, il est important de mettre en place des <\/span><b>processus rigoureux<\/b><span style=\"font-weight: 400;\"> pour la collecte, la validation et la gestion des Data. Cela peut inclure la v\u00e9rification de la pr\u00e9cision des Data, la suppression des donn\u00e9es dupliqu\u00e9es ou obsol\u00e8tes et la correction d&rsquo;erreurs \u00e9ventuelles. C\u2019est entre autres le travail du <\/span><a href=\"https:\/\/datascientest.com\/formation-data-analyst\"><span style=\"font-weight: 400;\">Data Analyst.<\/span><\/a><\/p><p><span style=\"font-weight: 400;\">En pr\u00e9servant la qualit\u00e9 de la Data, les entreprises peuvent \u00eatre s\u00fbres d&rsquo;avoir des informations fiables pour prendre des <\/span><b>d\u00e9cisions strat\u00e9giques et op\u00e9rationnelles <\/b><span style=\"font-weight: 400;\">\u00e9clair\u00e9es.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5005\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-5005\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment la Data peut-elle am\u00e9liorer les d\u00e9cisions strat\u00e9giques?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5005\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-5005\"><p><span style=\"font-weight: 400;\">La data peut \u00eatre utilis\u00e9e pour orienter les d\u00e9cisions strat\u00e9giques de diff\u00e9rentes mani\u00e8res. Tout d&rsquo;abord, elle offre la visibilit\u00e9 sur la situation actuelle de l\u2019entreprise, informations cruciales pour la <\/span><b>prise de d\u00e9cision<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En outre, la Data peut fournir des informations sur les <\/span><b>tendances du march\u00e9<\/b><span style=\"font-weight: 400;\"> et des consommateurs, ces pr\u00e9visions qui permettent aux entreprises de pouvoir anticiper les besoins futurs.<\/span><\/p><p><span style=\"font-weight: 400;\">Enfin, la Data permet d\u2019<\/span><a href=\"https:\/\/datascientest.com\/a-b-testing-tout-savoir\"><span style=\"font-weight: 400;\">\u00e9valuer l\u2019efficacit\u00e9 des initiatives<\/span><\/a><span style=\"font-weight: 400;\"> prises et les r\u00e9sultats des d\u00e9cisions strat\u00e9giques pass\u00e9es.<\/span><\/p><\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"innovation\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"3\" aria-controls=\"elementor-tab-content-4983\"><span class=\"eael-advanced-accordion-icon-closed\"><i aria-hidden=\"true\" class=\"fa-accordion-icon icon icon-faq\"><\/i><\/span><span class=\"eael-advanced-accordion-icon-opened\"><\/span><span class=\"eael-accordion-tab-title\">Innovation<\/span><i aria-hidden=\"true\" class=\"fa-toggle eci  fontello-d71a055e-right\"><\/i><\/div><div id=\"elementor-tab-content-4983\" class=\"eael-accordion-content clearfix\" data-tab=\"3\" aria-labelledby=\"innovation\"><style>.elementor-185275 .elementor-element.elementor-element-041ec93{--display:flex;--flex-direction:column;--container-widget-width:100%;--container-widget-height:initial;--container-widget-flex-grow:0;--container-widget-align-self:initial;--background-transition:0.3s;--padding-top:0px;--padding-right:0px;--padding-bottom:0px;--padding-left:0px;}.elementor-185275 .elementor-element.elementor-element-1850c860 .elementor-tab-title{background-color:var( --e-global-color-c9f7a90 );}.elementor-185275 .elementor-element.elementor-element-1850c860 .elementor-active .elementor-accordion-icon, .elementor-185275 .elementor-element.elementor-element-1850c860 .elementor-active .elementor-accordion-title{color:var( --e-global-color-secondary );}.elementor-185275 .elementor-element.elementor-element-1850c860 .elementor-active .elementor-accordion-icon svg{fill:var( --e-global-color-secondary );}.elementor-185275 .elementor-element.elementor-element-1850c860 .elementor-tab-content{background-color:var( --e-global-color-c9f7a90 );font-family:\"Rubik\", Sans-serif;font-weight:normal;}\/* Start custom CSS for accordion, class: .elementor-element-1850c860 *\/\/* Hides the first accordion item *\/\n.elementor-185275 .elementor-element.elementor-element-1850c860 .elementor-accordion-item:first-child {\ndisplay: none;\n}\n\n.elementor-185275 .elementor-element.elementor-element-1850c860 .elementor-accordion-item:nth-child(2) {\n    border-top: 1px solid #d4d4d4;\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"archive\" data-elementor-id=\"185275\" class=\"elementor elementor-185275\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-041ec93 e-flex e-con-boxed e-con\" data-id=\"041ec93\" 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-1850c860 elementor-widget elementor-widget-accordion\" data-id=\"1850c860\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4071\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-4071\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4071\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-4071\">Contenu d\u2019accord\u00e9on<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4072\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-4072\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment a \u00e9volu\u00e9 le Big Data au cours de ces derni\u00e8res ann\u00e9es ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4072\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-4072\"><p><span style=\"font-weight: 400;\">Les avantages du Big Data sont reconnus depuis longtemps, mais la technologie continue d&rsquo;<\/span><b>\u00e9voluer<\/b><span style=\"font-weight: 400;\"> et de<\/span><b> se transformer<\/b><span style=\"font-weight: 400;\">, et de nouvelles tendances apparaissent sans cesse. Les derni\u00e8res tendances en mati\u00e8re de Big Data incluent l&rsquo;essor de <\/span><span style=\"text-decoration: underline;\"><a href=\"https:\/\/datascientest.com\/intelligence-artificielle-definition\"><span style=\"font-weight: 400;\">l&rsquo;intelligence artificielle<\/span><\/a><\/span><span style=\"font-weight: 400;\"> (IA), <\/span><b>l&rsquo;int\u00e9gration de capteurs<\/b><span style=\"font-weight: 400;\"> et l&rsquo;essor de<\/span><b> l&rsquo;edge computing<\/b><span style=\"font-weight: 400;\">. L&rsquo;essor de l&rsquo;IA est l&rsquo;une des \u00e9volutions r\u00e9centes les plus significatives dans ce domaine. L&rsquo;IA a connu une <\/span><b>croissance r\u00e9guli\u00e8re<\/b><span style=\"font-weight: 400;\"> au cours de la derni\u00e8re d\u00e9cennie, mais son \u00e9volution et son utilisation ont <\/span><b>explos\u00e9 r\u00e9cemment<\/b><span style=\"font-weight: 400;\">. La technologie s&rsquo;\u00e9tant am\u00e9lior\u00e9e et \u00e9tant devenue plus largement disponible. L&rsquo;int\u00e9gration de capteurs fait partie des tendances<\/span> <span style=\"font-weight: 400;\">importantes du Big Data. \u00c9galement, <\/span><b>l&rsquo;essor des appareils IoT<\/b><span style=\"font-weight: 400;\"> a cr\u00e9\u00e9 une \u00e9norme quantit\u00e9 de nouvelles donn\u00e9es qui doivent \u00eatre<\/span> <b>collect\u00e9es<\/b><span style=\"font-weight: 400;\"> et<\/span><b> analys\u00e9es<\/b><span style=\"font-weight: 400;\">. Le Big Data peut aider les entreprises \u00e0 tirer le meilleur parti de ces nouvelles donn\u00e9es en les utilisant pour <\/span><b>am\u00e9liorer<\/b><span style=\"font-weight: 400;\"> les produits existants, <\/span><b>cr\u00e9er<\/b><span style=\"font-weight: 400;\"> de nouveaux produits et <\/span><b>am\u00e9liorer l&rsquo;exp\u00e9rience client<\/b><span style=\"font-weight: 400;\">. L&rsquo;essor de <\/span><b>l&rsquo;informatique p\u00e9riph\u00e9rique<\/b><span style=\"font-weight: 400;\"> est une autre \u00e9volution importante qui pourrait avoir d&rsquo;\u00e9normes r\u00e9percussions sur le Big Data. Avec l&rsquo;informatique de p\u00e9riph\u00e9rie, l&rsquo;analyse des donn\u00e9es <\/span><b>se fait \u00e0 la p\u00e9riph\u00e9rie<\/b><span style=\"font-weight: 400;\"> m\u00eame d&rsquo;un r\u00e9seau plut\u00f4t que dans un <\/span><b>lieu centralis\u00e9<\/b><span style=\"font-weight: 400;\">. Cela signifie que davantage de donn\u00e9es peuvent \u00eatre analys\u00e9es en temps r\u00e9el, fournissant aux entreprises les informations dont elles ont besoin pour prendre des d\u00e9cisions <\/span><b>rapides <\/b><span style=\"font-weight: 400;\">et <\/span><b>\u00e9clair\u00e9es<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4073\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-4073\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">O\u00f9 et comment se tenir au courant des derni\u00e8res nouveaut\u00e9s ? <\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4073\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-4073\"><p><span style=\"font-weight: 400;\">De nos jours, il est important de se tenir au courant des derni\u00e8res tendances en mati\u00e8re de Big Data. Les entreprises doivent<\/span><b> examiner r\u00e9guli\u00e8rement<\/b><span style=\"font-weight: 400;\"> les donn\u00e9es collect\u00e9es et s\u2019assurer qu&rsquo;elles sont <\/span><b>utilis\u00e9es efficacement<\/b><span style=\"font-weight: 400;\">. Il existe de nombreuses informations sur les derni\u00e8res tendances en mati\u00e8re de Big Data, mais il peut \u00eatre difficile de savoir par <\/span><b>o\u00f9 commencer<\/b><span style=\"font-weight: 400;\">. Pour \u00e7a, nous avons une solution : Vous pouvez vous tenir au courant en vous int\u00e9ressant \u00e0 <\/span><b>nos publications <\/b><span style=\"font-weight: 400;\">sur les diff\u00e9rents th\u00e8mes autour du <\/span><b>Big Data<\/b><span style=\"font-weight: 400;\"> (Machine Learning, Python, Cloud, Actualit\u00e9s Data, Projets Data \u2026), vous pouvez \u00e9galement nous suivre sur nos diff\u00e9rents <\/span><b>r\u00e9seaux sociaux<\/b><span style=\"font-weight: 400;\"> tels que <\/span><a href=\"https:\/\/www.linkedin.com\/school\/datascientest\/mycompany\/\"><span style=\"font-weight: 400;\">Linkedin<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/www.facebook.com\/datascientest\/\"><span style=\"font-weight: 400;\">Facebook<\/span><\/a><span style=\"font-weight: 400;\">, o\u00f9 nous postons r\u00e9guli\u00e8rement des actualit\u00e9es autour de la <\/span><b>Data Science<\/b><span style=\"font-weight: 400;\"> et des diff\u00e9rents <\/span><b>\u00e9v\u00e8nements<\/b><span style=\"font-weight: 400;\"> que nous organisons (salons, journ\u00e9es portes ouvertes, \u2026). Enfin, vous pouvez \u00e9galement vous inscrire \u00e0 <\/span><b>notre newsletter<\/b><span style=\"font-weight: 400;\">. Vous pouvez \u00e9galement assister \u00e0 des conf\u00e9rences et \u00e0 des s\u00e9minaires pour avoir un aper\u00e7u plus approfondi des <\/span><b>derni\u00e8res tendances et \u00e9volutions<\/b><span style=\"font-weight: 400;\"> en mati\u00e8re de Big Data..<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-4074\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-4074\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Comment la data transforme le monde du travail ?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-4074\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-4074\"><p><span style=\"font-weight: 400;\">La Data est en train de <\/span><b>transformer le monde du travail <\/b><span style=\"font-weight: 400;\">de plusieurs fa\u00e7ons. Tout d&rsquo;abord, elle aide les entreprises \u00e0 <\/span><b>mieux comprendre leurs employ\u00e9s<\/b><span style=\"font-weight: 400;\"> et leurs habitudes de travail en collectant des donn\u00e9es sur leur performance, leur productivit\u00e9 et leur satisfaction au travail.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">De plus, la Data permet aux employ\u00e9s de <\/span><b>prendre des d\u00e9cisions<\/b><span style=\"font-weight: 400;\"> plus \u00e9clair\u00e9es et inform\u00e9es gr\u00e2ce \u00e0 l&rsquo;<\/span><b>analyse de donn\u00e9es en temps r\u00e9el<\/b><span style=\"font-weight: 400;\">. Cela peut inclure la surveillance des performances, la planification des ressources et la prise de d\u00e9cisions pour maximiser la productivit\u00e9 et l&rsquo;efficacit\u00e9.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">En somme, la Data est en train de transformer le monde du travail en permettant une meilleure compr\u00e9hension de la <\/span><b>performance<\/b><span style=\"font-weight: 400;\">, en fournissant des informations plus pr\u00e9cises pour prendre des <\/span><b>d\u00e9cisions<\/b><span style=\"font-weight: 400;\"> et en permettant un d\u00e9veloppement continu des comp\u00e9tences.<\/span><\/p><\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n                <\/div><\/div>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2ed360a elementor-section-stretched elementor-reverse-tablet elementor-reverse-mobile anchor elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ed360a\" data-element_type=\"section\" id=\"formnewsletter\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1b7f042\" data-id=\"1b7f042\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-872d9ab elementor-widget elementor-widget-heading\" data-id=\"872d9ab\" 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\">Vous souhaitez rester inform\u00e9 ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48b8cc3 elementor-widget elementor-widget-text-editor\" data-id=\"48b8cc3\" 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>Laissez-nous votre e-mail, pour que nous puissions vous envoyer vos nouveaux articles au moment de leur publication !<\/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-a9d977c elementor-widget elementor-widget-html\" data-id=\"a9d977c\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script charset=\"utf-8\" type=\"text\/javascript\" src=\"\/\/js.hsforms.net\/forms\/v2.js\"><\/script>\n<script>\n  hbspt.forms.create({\n    region: \"na1\",\n    portalId: \"19831339\",\n    formId: \"812ad970-e0d8-47b2-a6f8-a2c0f9e67363\"\n  });\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-8aef18b\" data-id=\"8aef18b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b675c1d elementor-widget elementor-widget-image\" data-id=\"b675c1d\" 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=\"349\" height=\"286\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/02\/icone-newsletter.png\" class=\"attachment-large size-large wp-image-142283\" alt=\"Newsletter icone\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/02\/icone-newsletter.png 349w, https:\/\/datascientest.com\/wp-content\/uploads\/2022\/02\/icone-newsletter-300x246.png 300w\" sizes=\"(max-width: 349px) 100vw, 349px\" \/>\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<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Tous Actualit\u00e9s Business Intelligence Carri\u00e8re Cloud &amp; Data Engineering Cybers\u00e9curit\u00e9 Data Science Dev Engineering Intelligence Artificielle Marketing R\u00e9seau Comment devenir Data Analyst ? Formations, m\u00e9tier, salaire Carri\u00e8re Comment devenir Data Analyst ? Formations, m\u00e9tier, salaire \u2022 juillet 29, 2024 Dans un monde domin\u00e9 par les donn\u00e9es, le m\u00e9tier de Data Analyst attire de plus en [&hellip;]<\/p>\n","protected":false},"author":50,"featured_media":210109,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","inline_featured_image":false},"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>Blog | D\u00e9couvrez nos derniers articles<\/title>\n<meta name=\"description\" content=\"Explorez le Blog de DataScientest pour des articles, guides et actualit\u00e9s sur la data science, le machine learning, et l&#039;intelligence artificielle.\" \/>\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\/blog-data-ia-actualites\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big Data News : Nos articles sur la Data Science\" \/>\n<meta property=\"og:description\" content=\"Plongez dans l&#039;univers de la data gr\u00e2ce \u00e0 nos articles r\u00e9dig\u00e9s par une \u00e9quipe d&#039;experts : fondamentaux, actualit\u00e9s, carri\u00e8re, t\u00e9moignages, cas pratiques.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/blog-data-ia-actualites\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-29T15:35:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/08\/Google-Business-Product_Visuel-General-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1201\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"39 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/blog-data-ia-actualites\",\"url\":\"https:\/\/datascientest.com\/blog-data-ia-actualites\",\"name\":\"Blog | D\u00e9couvrez nos derniers articles\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2020-10-29T16:05:30+00:00\",\"dateModified\":\"2024-07-29T15:35:00+00:00\",\"description\":\"Explorez le Blog de DataScientest pour des articles, guides et actualit\u00e9s sur la data science, le machine learning, et l'intelligence artificielle.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/blog-data-ia-actualites\"]}]},{\"@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\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Blog | D\u00e9couvrez nos derniers articles","description":"Explorez le Blog de DataScientest pour des articles, guides et actualit\u00e9s sur la data science, le machine learning, et l'intelligence artificielle.","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\/blog-data-ia-actualites","og_locale":"fr_FR","og_type":"article","og_title":"Big Data News : Nos articles sur la Data Science","og_description":"Plongez dans l'univers de la data gr\u00e2ce \u00e0 nos articles r\u00e9dig\u00e9s par une \u00e9quipe d'experts : fondamentaux, actualit\u00e9s, carri\u00e8re, t\u00e9moignages, cas pratiques.","og_url":"https:\/\/datascientest.com\/blog-data-ia-actualites","og_site_name":"Formation Data Science | DataScientest.com","article_modified_time":"2024-07-29T15:35:00+00:00","og_image":[{"width":1201,"height":628,"url":"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/08\/Google-Business-Product_Visuel-General-1.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Dur\u00e9e de lecture estim\u00e9e":"39 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/datascientest.com\/blog-data-ia-actualites","url":"https:\/\/datascientest.com\/blog-data-ia-actualites","name":"Blog | D\u00e9couvrez nos derniers articles","isPartOf":{"@id":"https:\/\/datascientest.com\/#website"},"datePublished":"2020-10-29T16:05:30+00:00","dateModified":"2024-07-29T15:35:00+00:00","description":"Explorez le Blog de DataScientest pour des articles, guides et actualit\u00e9s sur la data science, le machine learning, et l'intelligence artificielle.","inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datascientest.com\/blog-data-ia-actualites"]}]},{"@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"}]}},"_links":{"self":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/pages\/14865"}],"collection":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/users\/50"}],"replies":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/comments?post=14865"}],"version-history":[{"count":0,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/pages\/14865\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/media\/210109"}],"wp:attachment":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/media?parent=14865"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}