{"id":1355,"date":"2022-05-26T10:40:23","date_gmt":"2022-05-26T10:40:23","guid":{"rendered":"https:\/\/exceltic.com\/?p=1355"},"modified":"2022-10-20T13:17:34","modified_gmt":"2022-10-20T13:17:34","slug":"les-professionnels-de-la-science-des-donnees","status":"publish","type":"post","link":"https:\/\/exceltic.serquo.com\/fr\/les-professionnels-de-la-science-des-donnees\/","title":{"rendered":"Data Scientist : les professionnels du futur"},"content":{"rendered":"<p><em>\"La technologie d'aujourd'hui a besoin non seulement des meilleurs talents, mais aussi de donn\u00e9es, de beaucoup de donn\u00e9es.<\/em>\"Javier Pastor, r\u00e9dacteur TIC.<\/p>\n\n\n\n<p>Qu'est-ce que \"<strong>donn\u00e9es<\/strong>\" ? Les donn\u00e9es sont <a href=\"https:\/\/exceltic.com\/integridad-de-datos\/\">donn\u00e9es<\/a>Les donn\u00e9es sont les suivantes <strong>l'information<\/strong> et l'information, c'est la connaissance, un privil\u00e8ge indispensable \u00e0 la croissance interne de toute entreprise. Pour la gestion de ces \u00e9l\u00e9ments, on fait g\u00e9n\u00e9ralement appel \u00e0 diff\u00e9rents professionnels, parmi lesquels on peut citer la figure du \"gestionnaire de l'information\".<strong>Scientifique des donn\u00e9es<\/strong>\".<\/p>\n\n\n\n<p>Consid\u00e9r\u00e9 comme l'un des <strong>les professions les plus attractives de ce si\u00e8cle<\/strong>Le data scientist est l'expert charg\u00e9 de collecter, d'extraire, de filtrer et de traiter des informations d\u00e9sorganis\u00e9es et non structur\u00e9es, avec un sens aigu des affaires.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-secondary-color\"><strong>Extraction<\/strong>:<\/mark> collecte des donn\u00e9es \u00e0 partir de diff\u00e9rentes sources et les analyse en obtenant le plus d'informations possible.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-secondary-color\">Propret\u00e9 :<\/mark><\/strong> \u00e9limine l'exc\u00e8s, le traitement, la normalisation des valeurs et la transformation des variables.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-secondary-color\">Traitement :<\/mark><\/strong> \u00e0 l'aide de statistiques, les informations sont trait\u00e9es jusqu'\u00e0 ce que les plus influentes soient collect\u00e9es. \u00c0 l'issue de ce processus et \u00e0 l'aide des math\u00e9matiques, des m\u00e9thodes pr\u00e9dictives sont mises au point.<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-secondary-color\">Visualisation : <\/mark><\/strong>pr\u00e9sente les r\u00e9sultats de mani\u00e8re compr\u00e9hensible et visuelle. \u00e7<\/li><\/ul>\n\n\n\n<p>En fonction de l'entreprise dans laquelle vous travaillez, vous pouvez \u00eatre amen\u00e9 \u00e0 jouer diff\u00e9rents r\u00f4les. Parmi tous ces r\u00f4les, il y en a un qui est toujours commun : <strong>d\u00e9bogage et nettoyage des donn\u00e9es<\/strong> pour supprimer les informations non pertinentes.<\/p>\n\n\n\n<p>Les informations obtenues par ces professionnels fournissent une<strong> valeur incalculable<\/strong> aux organisations, en leur donnant la possibilit\u00e9 de prendre des d\u00e9cisions pertinentes et de pr\u00e9venir les risques sur la base de l'exp\u00e9rience pass\u00e9e.<\/p>\n\n\n\n<p class=\"has-large-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-color\">PROFIL<\/mark><\/p>\n\n\n\n<p>C'est quelqu'un \"<em>qui est meilleur en statistiques que n'importe quel programmeur, et meilleur programmeur que n'importe quel statisticien.<\/em>\" (<a href=\"https:\/\/twitter.com\/josh_wills?ref_src=twsrc%5Egoogle%7Ctwcamp%5Eserp%7Ctwgr%5Eauthor\">Josh Wills<\/a>).<\/p>\n\n\n\n<p>C'est un profil qui n'existait pas il y a longtemps et pour lequel, aujourd'hui, <strong>la demande est forte<\/strong>. Bien qu'il ne s'agisse pas encore d'une profession certifi\u00e9e, des profils hautement qualifi\u00e9s sont recherch\u00e9s, capables de faire face \u00e0 n'importe quel probl\u00e8me en termes d'exploitation des donn\u00e9es, mais aussi de couvrir toutes les \u00e9tapes de gestion n\u00e9cessaires.<\/p>\n\n\n\n<p>Un bon data scientist a une <strong>profil pluridisciplinaire<\/strong> et avec des connaissances dans diff\u00e9rents domaines scientifiques, mais l'une des bases de leur travail doit \u00eatre les langages de programmation. En programmation, le choix du langage \u00e0 apprendre est toujours compliqu\u00e9, mais les plus utilis\u00e9s ou demand\u00e9s dans ce type d'offres d'emploi sont : SQL, Python et C.<\/p>\n\n\n\n<p>En outre, un certain nombre de comp\u00e9tences suppl\u00e9mentaires li\u00e9es \u00e0 la compr\u00e9hension et \u00e0 la ma\u00eetrise, th\u00e9orique et pratique, de domaines tels que l'apprentissage automatique (Machine Learning) et l'apprentissage profond (Deep Leaning), ainsi que les outils de recherche statistique, la visualisation des donn\u00e9es, l'analyse pr\u00e9dictive, ou les outils d'analyse des donn\u00e9es, sont \u00e9galement requises. <a href=\"https:\/\/exceltic.com\/big-data-analytics\/\">Big Data<\/a>.<\/p>\n\n\n\n<p class=\"has-large-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-color\">COMP\u00c9TENCES<\/mark><\/p>\n\n\n\n<p>Comme indiqu\u00e9 ci-dessus, le Data Scientist a une connaissance d\u00e9taill\u00e9e de toutes les donn\u00e9es avec lesquelles il travaille, de leurs diff\u00e9rents types et de leur cycle de vie. Il les capture, les transforme et les repr\u00e9sente de mani\u00e8re visuelle et compr\u00e9hensible, en \u00e9liminant les donn\u00e9es restantes, et doit donc poss\u00e9der les comp\u00e9tences suivantes <strong>comp\u00e9tences<\/strong>:<\/p>\n\n\n\n<ol class=\"wp-block-list\" type=\"1\"><li>Compression des donn\u00e9es.<\/li><li>Identification du probl\u00e8me.<\/li><li>Apprentissage continu.<\/li><li>Comp\u00e9tences en mati\u00e8re de communication et de r\u00e9flexion critique.<\/li><li>Bonne capacit\u00e9 de planification et de d\u00e9l\u00e9gation.<\/li><\/ol>\n\n\n\n<p class=\"has-large-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-primary-color\">OPPORTUNIT\u00c9S DE CARRI\u00c8RE<\/mark><\/p>\n\n\n\n<p>Les data scientists peuvent exercer leur m\u00e9tier dans n'importe quel domaine, car ils interviennent \u00e0 de nombreux niveaux, mais il semble que...<strong> la demande a tendance \u00e0 augmenter<\/strong> au fur et \u00e0 mesure que les technologies progressent.<\/p>","protected":false},"excerpt":{"rendered":"<p>Une nouvelle voie de carri\u00e8re n\u00e9cessaire et tr\u00e8s recherch\u00e9e par les entreprises d'aujourd'hui. D\u00e9couvrez tous les secrets de cette sp\u00e9cialit\u00e9 scientifique ! <\/p>","protected":false},"author":1,"featured_media":1367,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[],"class_list":["post-1355","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-talento"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Scientist: los profesionales del futuro<\/title>\n<meta name=\"description\" content=\"Data Scientist, una carrera novedosa y muy codiciada por las empresas actuales. \u00a1Conoce todos los secretos de esta especialidad cient\u00edfica!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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