{"id":4147,"date":"2020-09-22T09:00:00","date_gmt":"2020-09-22T09:00:00","guid":{"rendered":"https:\/\/www.vallourec.com\/news\/la-data-science-cest-quoi\/"},"modified":"2020-09-22T09:00:00","modified_gmt":"2020-09-22T09:00:00","slug":"la-data-science-cest-quoi","status":"publish","type":"news","link":"https:\/\/www.vallourec.com\/fr\/news\/la-data-science-cest-quoi\/","title":{"rendered":"La data science, c\u2019est quoi ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4147\" class=\"elementor elementor-4147 elementor-4140\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8685dad elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"8685dad\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8ca689c\" data-id=\"8ca689c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-214c780 elementor-widget elementor-widget-spacer\" data-id=\"214c780\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0dae9d elementor-widget elementor-widget-title\" data-id=\"b0dae9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div>\n      <h2 class=\"title-h2 text-left \" id=\"\">La data science, c\u2019est quoi ?<\/h2>\n  <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b1d188 elementor-widget elementor-widget-text-editor\" data-id=\"9b1d188\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #009ee0;\">22\/09\/2020 &#8211; Digital<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cbc1b5 elementor-widget elementor-widget-spacer\" data-id=\"5cbc1b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7608e2f elementor-widget elementor-widget-spacer\" data-id=\"7608e2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b808ec elementor-widget elementor-widget-text-editor\" data-id=\"9b808ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>On entend de plus en plus parler de data science (science des donn&eacute;es). C&rsquo;est une discipline tr&egrave;s r&eacute;cente mais qui est en plein d&eacute;veloppement ces derni&egrave;res ann&eacute;es. J&eacute;r&ocirc;me Feroldi, Data Scientist chez <a rel=\"noopener noreferrer\" rel=\"noopener noreferrer\" href=\"https:\/\/solutions.vallourec.com\/Services\/Vallourec-smart\" target=\"_blank\">Smartengo<\/a>, d&eacute;crypte pour nous ce qu&rsquo;elle recouvre.&nbsp;<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6821989 elementor-widget elementor-widget-spacer\" data-id=\"6821989\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1cbb7e elementor-widget elementor-widget-spacer\" data-id=\"f1cbb7e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba932cc elementor-widget elementor-widget-text_image\" data-id=\"ba932cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"apply-vallourec-typo\">\n      <div class=\"block sm:flex\">\n      <picture class=\"block sm:hidden w-full mb-4\">\n        <source srcset=\"https:\/\/www.vallourec.com\/app\/uploads\/2023\/09\/20200922-Feroldi-Data-Science-zettaoctets-FR.png\" media=\"(max-width: 768px)\">\n        <img decoding=\"async\" src=\"https:\/\/www.vallourec.com\/app\/uploads\/2023\/09\/20200922-Feroldi-Data-Science-zettaoctets-FR.png\" alt=\"\" loading=\"lazy\" class=\"w-full h-auto min-w-full min-h-full object-cover select-none pointer-events-none\">\n      <\/picture>\n      <div class=\"sm:w-1\/2 w-full sm:pr-2 pr-0 flex-col flex justify-top\">\n                  <picture class=\"hidden sm:block w-full mb-4\">\n            <source srcset=\"https:\/\/www.vallourec.com\/app\/uploads\/2023\/09\/20200922-Feroldi-Data-Science-zettaoctets-FR.png\" media=\"(max-width: 768px)\">\n            <img decoding=\"async\" src=\"https:\/\/www.vallourec.com\/app\/uploads\/2023\/09\/20200922-Feroldi-Data-Science-zettaoctets-FR.png\" alt=\"\" loading=\"lazy\" class=\"w-full h-auto min-w-full min-h-full object-cover select-none pointer-events-none\">\n          <\/picture>\n                \n      <\/div>\n      <div class=\"sm:w-1\/2 w-full sm:pl-2 pl-0 flex-col flex justify-top\">\n                <p><span style=\"color: #009ee0;\">Bonjour J&#233;r&#244;me, quel est l\u2019objectif de la data science ?<\/span><\/p><p>L&rsquo;objectif de la data science est de manipuler et d&rsquo;analyser un grand volume de donn&eacute;es (num&eacute;riques), provenant de sources diverses, afin d&rsquo;optimiser les processus m&eacute;tiers, d&rsquo;aider &agrave; la prise de d&eacute;cision ou d&rsquo;apporter de la valeur (informative, &eacute;conomique&hellip;) et, ceci, gr&acirc;ce &agrave; l&rsquo;utilisation d&rsquo;algorithmes math&eacute;matiques et de statistiques (tels que le &laquo; machine learning &raquo;).<br>\n<ul>\n<\/ul><\/p>\n      <\/div>\n    <\/div>\n  <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4230d4 elementor-widget elementor-widget-spacer\" data-id=\"e4230d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bdd9ba6 elementor-widget elementor-widget-spacer\" data-id=\"bdd9ba6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-965c58f elementor-widget elementor-widget-text-editor\" data-id=\"965c58f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>La data science est tr&egrave;s sollicit&eacute;e en raison de la transversalit&eacute; des comp&eacute;tences qu&rsquo;elle requiert. Elle se trouve en effet au carrefour de :&nbsp;&nbsp;<br><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b64cd30 elementor-widget elementor-widget-spacer\" data-id=\"b64cd30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71252cc elementor-widget elementor-widget-spacer\" data-id=\"71252cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56181a9 elementor-widget elementor-widget-text-editor\" data-id=\"56181a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><ul>\n    <li><strong>L&rsquo;informatique et particuli&egrave;rement la programmation<\/strong>&nbsp;: il est n&eacute;cessaire de pouvoir &eacute;crire (&laquo; coder &raquo;) les algorithmes utilis&eacute;s.&nbsp;<\/li>\n    <li><strong>Les math&eacute;matiques et les statistiques<\/strong>&nbsp;(alg&egrave;bre lin&eacute;aire, calcul diff&eacute;rentiel, probabilit&eacute;s&hellip;). Elles sont &agrave; la base des algorithmes et des manipulations de donn&eacute;es.&nbsp;<\/li>\n    <li>La connaissance&nbsp;<strong>des produits, des m&eacute;tiers et de l&rsquo;activit&eacute;<\/strong><\/li>\n<\/ul><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f6898b elementor-widget elementor-widget-spacer\" data-id=\"2f6898b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98e6ba8 elementor-widget elementor-widget-text-editor\" data-id=\"98e6ba8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #009ee0;\">Quelles sont les applications concr&#232;tes de la data science ?<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef2b5d7 elementor-widget elementor-widget-spacer\" data-id=\"ef2b5d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e730e43 elementor-widget elementor-widget-spacer\" data-id=\"e730e43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-773f315 elementor-widget elementor-widget-text-editor\" data-id=\"773f315\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Les principales applications de la data science peuvent &ecirc;tre class&eacute;es en quatre familles : <strong>l&rsquo;optimisation, l&rsquo;automatisation, la cr&eacute;ation et la pr&eacute;diction<\/strong>.<br>\n<br>\nConcr&egrave;tement, de nombreuses sont pr&eacute;sentes dans notre quotidien. Il y a de la data science dans votre moteur de recherche, dans vos recommandations YouTube ou Deezer, sur vos sites d&rsquo;e-commerce, dans les v&eacute;hicules autonomes ou dans votre assistant vocal. La data science est aussi utilis&eacute;e pour g&eacute;rer les spams ou mod&eacute;rer les contenus sensibles.&nbsp;<br>\n<br>\nEn entreprise, <strong>cette discipline intervient dans tous les m&eacute;tiers<\/strong> : finance, marketing, produit, logistique et supply chain, etc. C&rsquo;est bien entendu &eacute;galement le cas chez Vallourec o&ugrave; <a href=\"\/fr\/Components\/News\/News_CORP\/2020\/20200820-Data-Science-Community\">plus de cent initiatives bas&eacute;es sur la science des donn&eacute;es sont d&eacute;j&agrave; r&eacute;pertori&eacute;es<\/a>&nbsp;: chez VAM<sup>&reg;<\/sup>, dans la finance, en production (usine), et bien s&ucirc;r chez Smartengo.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ba1b01 elementor-widget elementor-widget-spacer\" data-id=\"9ba1b01\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89a3601 elementor-widget elementor-widget-spacer\" data-id=\"89a3601\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dab1d5e elementor-widget elementor-widget-testimonial\" data-id=\"dab1d5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"testimonial.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"testimonial w-full md:mt-[79px] md:mb-[44px] my-0 relative\">\n  <div class=\"md:block hidden absolute right-0 -top-[79px] custom-padding-right\"><svg width=\"146\" height=\"146\" viewBox=\"0 0 146 146\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n    <path d=\"M125.143 72.2502H84.1787V11.1787H145.25V73.0002C145.25 106.84 117.924 134.414 84.1787 134.817V115.458C107.249 115.056 125.893 96.1647 125.893 73.0002V72.2502H125.143Z\"\n        stroke=\"#009EE0\" stroke-width=\"1.5\" \/>\n    <path d=\"M41.7142 72.2502H0.75V11.1787H61.8215V73.0002C61.8215 106.84 34.4956 134.414 0.75 134.817V115.458C23.8204 115.056 42.4642 96.1647 42.4642 73.0002V72.2502H41.7142Z\"\n        stroke=\"#009EE0\" stroke-width=\"1.5\" \/>\n<\/svg>\n<\/div>\n            <picture class=\"block h-[314px] md:h-[442px] mx-auto md:mx-none w-full max-w-[280px] md:w-[295px] md:-top-[77px] rounded-lg relative md:absolute shadow shadow-1 overflow-hidden\">\n        <source srcset=\"\" media=\"(max-width: 768px)\">\n        <img decoding=\"async\" src=\"https:\/\/www.vallourec.com\/app\/uploads\/2020\/11\/20200922-Feroldi-Data-Science-une.jpg\" alt=\"\" loading=\"lazy\" class=\"w-full h-auto min-w-full min-h-full object-cover select-none pointer-events-none\">\n      <\/picture>\n        <div class=\"relative -z-10 flex flex-col min-h-[321px] md:pt-[55px] md:custom-padding-right p-4 md:pl-[109px] md:ml-[234px] md:mt-0 mt-12 rounded-lg md:rounded-none bg-blue-secondary-200\">\n    <div class=\"block md:hidden absolute right-0 -top-[30px]\"><svg width=\"50\" height=\"50\" viewBox=\"0 0 50 50\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path d=\"M42.857 24.2501H29.3213V4.32153H49.2499V25.0001C49.2499 36.1513 40.3775 45.2692 29.3213 45.6653V40.0174C37.2654 39.6253 43.607 33.0399 43.607 25.0001V24.2501H42.857Z\" stroke=\"#009EE0\" stroke-width=\"1.5\"\/>\n<path d=\"M14.2857 24.2499H0.75V4.32129H20.6786V24.9999C20.6786 36.1511 11.8062 45.269 0.75 45.6651V40.0171C8.69411 39.6251 15.0357 33.0396 15.0357 24.9999V24.2499H14.2857Z\" stroke=\"#009EE0\" stroke-width=\"1.5\"\/>\n<\/svg>\n<\/div>\n    <div class=\"pb-[24px] text-blue-secondary-800 italic leading-[40px] flex flex-col justify-center flex-1\">En entreprise, la data science intervient dans tous les m&eacute;tiers : finance, marketing, produit, logistique et supply chain, etc<\/div>\n    <div class=\"pb-[28px] flex flex-col\">\n      <div class=\"title-h6\">J&#233;r&#244;me Feroldi<\/div>\n      <div class=\"text-subtitle text-grey-700\">Data Scientist chez Smartengo<\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6f7b71 elementor-widget elementor-widget-spacer\" data-id=\"a6f7b71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9329ffc elementor-widget elementor-widget-spacer\" data-id=\"9329ffc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-935b002 elementor-widget elementor-widget-text_image\" data-id=\"935b002\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text_image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"apply-vallourec-typo\">\n      <div class=\"block sm:flex\">\n      <picture class=\"block sm:hidden w-full mb-4\">\n        <source srcset=\"https:\/\/www.vallourec.com\/app\/uploads\/2023\/09\/20200922-Feroldi-Data-Science-data-oil.jpg\" media=\"(max-width: 768px)\">\n        <img decoding=\"async\" src=\"https:\/\/www.vallourec.com\/app\/uploads\/2023\/09\/20200922-Feroldi-Data-Science-data-oil.jpg\" alt=\"\" loading=\"lazy\" class=\"w-full h-auto min-w-full min-h-full object-cover select-none pointer-events-none\">\n      <\/picture>\n      <div class=\"sm:w-1\/2 w-full sm:pr-2 pr-0 flex-col flex justify-top\">\n                <p><span style=\"color: #009ee0;\">Quelques dates cl&#233;s<\/span><\/p><p><ul>\n    <li><strong>1959 :<\/strong> apparition de l&rsquo;expression &laquo; machine learning &raquo; pour un programme apprenant d&rsquo;IBM (un joueur de dames virtuel).<\/li>\n    <br>\n    <li><strong>1991 :<\/strong> premi&egrave;re apparition de l&rsquo;expression &laquo; data science &raquo; (Peter Naur)<\/li>\n    <br>\n    <li><strong>1997 :<\/strong> premi&egrave;re version publique de Python <\/li>\n    <br>\n    <li><strong>2000 :<\/strong> apparition du terme &laquo; Big Data &raquo; dans un article de l&rsquo;Association For Computing Machinery <\/li>\n    <br>\n    <li><strong>2001 :<\/strong> premi&egrave;re version publique de R<\/li>\n    <br>\n    <li><strong>2006 :<\/strong> Doug Laney (Gartner) d&eacute;finit le   Big Data selon  &laquo; 3 V &raquo; : Volume, Vari&eacute;t&eacute; et V&eacute;locit&eacute;<\/li>\n    <br>\n    <li><strong>2016 :<\/strong> Un algorithme de deep learning bat le champion du monde de jeu de Go<\/li>\n    <br>\n<\/ul><\/p>\n      <\/div>\n      <div class=\"sm:w-1\/2 w-full sm:pl-2 pl-0 flex-col flex justify-top\">\n                  <picture class=\"hidden sm:block w-full mb-4\">\n            <source srcset=\"https:\/\/www.vallourec.com\/app\/uploads\/2023\/09\/20200922-Feroldi-Data-Science-data-oil.jpg\" media=\"(max-width: 768px)\">\n            <img decoding=\"async\" src=\"https:\/\/www.vallourec.com\/app\/uploads\/2023\/09\/20200922-Feroldi-Data-Science-data-oil.jpg\" alt=\"\" loading=\"lazy\" class=\"w-full h-auto min-w-full min-h-full object-cover select-none pointer-events-none\">\n          <\/picture>\n                \n      <\/div>\n    <\/div>\n  <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea5ba20 elementor-widget elementor-widget-spacer\" data-id=\"ea5ba20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6729cf3 elementor-widget elementor-widget-text-editor\" data-id=\"6729cf3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #009ee0;\">Quels sont les liens avec l&#39;Intelligence Artificielle et le Big Data ?<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecda3eb elementor-widget elementor-widget-spacer\" data-id=\"ecda3eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce2af61 elementor-widget elementor-widget-spacer\" data-id=\"ce2af61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68efd4c elementor-widget elementor-widget-text-editor\" data-id=\"68efd4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>On d&eacute;signe par <strong>Intelligence Artificielle<\/strong> les techniques utilis&eacute;es pour imiter les m&eacute;canismes du cerveau humain : reconnaissance d&rsquo;images, mod&egrave;les de pr&eacute;dictions sur divers ph&eacute;nom&egrave;nes (m&eacute;t&eacute;o, comportements d&rsquo;achat&hellip;), filtrage de commentaires abusifs&hellip;<br>\n<br>\nLe <strong>Big Data<\/strong>, quant &agrave; lui, fait r&eacute;f&eacute;rence plus g&eacute;n&eacute;ralement aux &eacute;normes volumes de donn&eacute;es trait&eacute;s avec les puissances de calcul associ&eacute;es (les outils informatiques conventionnels sont incapables de traiter convenablement ces quantit&eacute;s et volumes).&nbsp; Il peut &ecirc;tre d&eacute;crit selon trois vecteurs, les 3 V, le &laquo; Volume &raquo;, li&eacute; &agrave; l&rsquo;augmentation des &eacute;changes et &agrave; l&rsquo;explosion des donn&eacute;es (donc plus de serveurs et de personnel), la &laquo; Vari&eacute;t&eacute; &raquo; des types de donn&eacute;es, et la &laquo; V&eacute;locit&eacute; &raquo; ou temps de traitement de la collecte en temps r&eacute;el. Les donn&eacute;es sont le &laquo; fuel &raquo; de la data science.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0e036f elementor-widget elementor-widget-spacer\" data-id=\"c0e036f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c03610f elementor-widget elementor-widget-text-editor\" data-id=\"c03610f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #009ee0;\">Quel futur imaginez-vous pour cette discipline ?<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c576aa elementor-widget elementor-widget-spacer\" data-id=\"6c576aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1010d6 elementor-widget elementor-widget-spacer\" data-id=\"f1010d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ac76f2 elementor-widget elementor-widget-text-editor\" data-id=\"0ac76f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>On peut penser que dans un futur proche, de plus en plus d&rsquo;environnements (services via applications, objets connect&eacute;s&hellip;) g&eacute;n&eacute;reront des volumes de donn&eacute;es toujours plus importants. Cela signifiera des algorithmes mais aussi des environnements cloud plus puissants et plus complexes.<br>\n<br>\nParall&egrave;lement, il est probable que deux enjeux prendront de plus en plus d&rsquo;importance : <strong>la protection de la vie priv&eacute;e et la limitation\/r&eacute;duction de l&rsquo;empreinte &eacute;nerg&eacute;tique de ces technologies tr&egrave;s gourmandes en ressources.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d008650 elementor-widget elementor-widget-spacer\" data-id=\"d008650\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4023dca elementor-widget elementor-widget-spacer\" data-id=\"4023dca\" data-element_type=\"widget\" data-e-type=\"widget\" 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href=\"https:\/\/www.vallourec.com\/fr\/all-news\/group-career-henri-planchon\" target=\"_self\">\n      <button class=\"btn btn-primary my-1\">\n        <span class=\"pr-3 fas fa-chevron-right\"><\/span>        D&eacute;couvrez le portrait d'Henri Planchon, IT &amp; Data Project Manager chez Vallourec\n      <\/button>\n    <\/a>\n  <\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1b8f20 elementor-widget elementor-widget-spacer\" data-id=\"f1b8f20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f1b073 elementor-widget elementor-widget-spacer\" data-id=\"1f1b073\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div 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