{"id":176789,"date":"2021-11-22T14:39:00","date_gmt":"2021-11-22T14:39:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=176789"},"modified":"2024-07-31T09:34:39","modified_gmt":"2024-07-31T09:34:39","slug":"formation-data-scientist-lyon","status":"publish","type":"post","link":"https:\/\/datascientest.com\/formation-data-scientist-lyon","title":{"rendered":"Formation Data Scientist \u00e0 Lyon : Pr\u00e9requis, dipl\u00f4mes, employabilit\u00e9"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"176789\" class=\"elementor elementor-176789\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8e7420a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8e7420a\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-3e9c185\" data-id=\"3e9c185\" 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-99a1472 elementor-widget elementor-widget-heading\" data-id=\"99a1472\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">La Data Science a rendu la technologie plus simple et plus facile. Avec les progr\u00e8s de ces derni\u00e8res ann\u00e9es, l\u2019apprentissage automatique ou Machine Learning est \u00e9galement devenu assez simple. Si vous aussi, vous souhaitez faire carri\u00e8re dans la Data Science et cherchez \u00e0 savoir comment devenir Data Scientist, laissez-nous vous expliquer en d\u00e9tail comment en devenir un.<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d269c1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6d269c1\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-0d56a62\" data-id=\"0d56a62\" 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-e94eb72 elementor-widget elementor-widget-heading\" data-id=\"e94eb72\" 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\">Qu\u2019est-ce que la Data Science\u2009?<\/h3>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-43d661b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"43d661b\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-bbbd4a2\" data-id=\"bbbd4a2\" 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-4a1c1c1 elementor-widget elementor-widget-text-editor\" data-id=\"4a1c1c1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">En termes simples,<strong> la Data Science est l\u2019\u00e9tude des donn\u00e9es<\/strong> qui fait appel aux algorithmes, aux principes d\u2019apprentissage automatique et aux autres outils. Elle est utilis\u00e9e pour enregistrer, collecter et analyser des donn\u00e9es afin d\u2019en obtenir des informations importantes et utiles. <strong>Les Data Scientists extraient et examinent<\/strong> les donn\u00e9es d\u2019un large \u00e9ventail de sources telles que les fichiers journaux, les m\u00e9dias sociaux, les capteurs, les transactions des clients. Ensuite, dans ce d\u00e9sordre, ils y mettent de l\u2019ordre et en tirent des r\u00e9sultats sur lesquels il est possible de prendre des d\u00e9cisions pour mettre au point une strat\u00e9gie marketing efficace.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d419a2c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d419a2c\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-5b4fef8\" data-id=\"5b4fef8\" 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-bf5910a elementor-widget elementor-widget-heading\" data-id=\"bf5910a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quels sont les \u00e9l\u00e9ments importants de la Data Science\u2009?\n<\/h3>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a0c7a95 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a0c7a95\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-e06473f\" data-id=\"e06473f\" 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-c5113fd elementor-widget elementor-widget-text-editor\" data-id=\"c5113fd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">De nature vaste, le domaine de<strong> la Data Science est divis\u00e9 en trois \u00e9l\u00e9ments principaux<\/strong>. Examinons en d\u00e9tail ces trois composants.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-905b2b7 elementor-widget elementor-widget-image\" data-id=\"905b2b7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"514\" height=\"339\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-science-lyon.png\" class=\"attachment-full size-full wp-image-180226\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-science-lyon.png 514w, https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-science-lyon-300x198.png 300w\" sizes=\"(max-width: 514px) 100vw, 514px\" \/>\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 class=\"elementor-element elementor-element-362f842 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"362f842\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9marrer une formation de Data Scientist<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-325d367 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"325d367\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-d4f8404\" data-id=\"d4f8404\" 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-df4e5f5 elementor-widget elementor-widget-heading\" data-id=\"df4e5f5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">La Business Intelligence<\/h4>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e8c42d2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e8c42d2\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-99f6e55\" data-id=\"99f6e55\" 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-5eb2478 elementor-widget elementor-widget-text-editor\" data-id=\"5eb2478\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Les techniques informatiques sont utilis\u00e9es pour faire fonctionner chaque entreprise.<strong> Chaque organisation produit une \u00e9norme quantit\u00e9 de donn\u00e9es<\/strong> chaque jour. Apr\u00e8s une analyse minutieuse de ces donn\u00e9es, les Data Scientists les pr\u00e9sentent dans divers graphiques et tableaux. Apr\u00e8s cela, ils aident la direction des entreprises pour lesquelles ils travaillent \u00e0 prendre les meilleures d\u00e9cisions commerciales en fonction de la repr\u00e9sentation des donn\u00e9es.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-86f511b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"86f511b\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-f5c7805\" data-id=\"f5c7805\" 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-703ad3b elementor-widget elementor-widget-heading\" data-id=\"703ad3b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Le Machine Learning<\/h4>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cdddafc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cdddafc\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-b7bad61\" data-id=\"b7bad61\" 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-c25c66d elementor-widget elementor-widget-text-editor\" data-id=\"c25c66d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Constitu\u00e9 d\u2019algorithmes de mod\u00e8les math\u00e9matiques et statistiques, <a href=\"https:\/\/datascientest.com\/machine-learning-tout-savoir\">le Machine Learning<\/a> <strong>est adopt\u00e9e par presque toutes les organisations<\/strong> professionnelles pour comprendre et r\u00e9pondre aux circonstances quotidiennes et \u00e0 la progression des machines. Gr\u00e2ce \u00e0 l\u2019utilisation de l\u2019apprentissage automatique dans le domaine de la Data Science, <strong>une machine peut pr\u00e9dire diverses tendances<\/strong> sur les march\u00e9s ou les syst\u00e8mes financiers sur la base de mod\u00e8les de donn\u00e9es historiques.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-91cc489 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"91cc489\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-3f1e82d\" data-id=\"3f1e82d\" 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-f3034b7 elementor-widget elementor-widget-heading\" data-id=\"f3034b7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Le Big Data<\/h4>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f44b250 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f44b250\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-dad116c\" data-id=\"dad116c\" 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-31b8acf elementor-widget elementor-widget-text-editor\" data-id=\"31b8acf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Avec une croissance exponentielle des internautes chaque jour, les t\u00e9l\u00e9spectateurs ou abonn\u00e9s g\u00e9n\u00e8rent de multiples clics sous forme de vid\u00e9os, images, articles, commentaires, commandes, etc. Habituellement, des donn\u00e9es non structur\u00e9es sont produites \u00e0 la suite de toutes ces activit\u00e9s. <strong>Les Data Scientists convertissent ces donn\u00e9es non structur\u00e9es<\/strong> en donn\u00e9es structur\u00e9es.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5c5551f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5c5551f\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-4b87a84\" data-id=\"4b87a84\" 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-70868b3 elementor-widget elementor-widget-heading\" data-id=\"70868b3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Quelles sont les comp\u00e9tences techniques pour devenir Data Scientist \u00e0 Lyon\u2009?<\/h3>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-312ab7c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"312ab7c\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-d3e6432\" data-id=\"d3e6432\" 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-db9d3f9 elementor-widget elementor-widget-text-editor\" data-id=\"db9d3f9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u00c9tant un domaine multidisciplinaire, la Data Science n\u00e9cessite un ensemble diversifi\u00e9 de comp\u00e9tences et de connaissances techniques dans le domaine de l\u2019informatique.<strong> Voici les comp\u00e9tences qu\u2019un Data Scientist doit poss\u00e9der<\/strong>, quelle que soit l\u2019exp\u00e9rience acquise.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77f44d2 elementor-widget elementor-widget-image\" data-id=\"77f44d2\" 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=\"1376\" height=\"840\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-scientist-lyon-competences-1.jpg\" class=\"attachment-full size-full wp-image-180230\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-scientist-lyon-competences-1.jpg 1376w, https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-scientist-lyon-competences-1-300x183.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-scientist-lyon-competences-1-1024x625.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-scientist-lyon-competences-1-768x469.jpg 768w\" sizes=\"(max-width: 1376px) 100vw, 1376px\" \/>\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 class=\"elementor-element elementor-element-6292a04 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"6292a04\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir notre formation de Data Scientist<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4f55eaa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4f55eaa\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-9e775c1\" data-id=\"9e775c1\" 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-30d4d82 elementor-widget elementor-widget-heading\" data-id=\"30d4d82\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Codage Python<\/h4>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-908c143 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"908c143\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-f09784a\" data-id=\"f09784a\" 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-e5ba0cf elementor-widget elementor-widget-text-editor\" data-id=\"e5ba0cf\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/datascientest.com\/python-tout-savoir\">Python<\/a> est le langage de codage le plus utilis\u00e9 en Data Science, car il aide \u00e0 d\u00e9velopper des mod\u00e8les d\u2019exploration de donn\u00e9es, d\u2019apprentissage automatique ou de <a href=\"https:\/\/datascientest.com\/web-scraping-theorie-et-application-accessible-a-tous\">Web scraping<\/a>. Prenant diff\u00e9rents formats de donn\u00e9es, <strong>Python peut aider un Data Scientist<\/strong> \u00e0 cr\u00e9er et \u00e0 rechercher des ensembles de donn\u00e9es et \u00e0 <strong>importer des tables SQL<\/strong> dans son code.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a40efc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a40efc\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-bd982c6\" data-id=\"bd982c6\" 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-7dbd5ab elementor-widget elementor-widget-heading\" data-id=\"7dbd5ab\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Programmation R<\/h4>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-932f9ae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"932f9ae\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-90a31ef\" data-id=\"90a31ef\" 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-94bb952 elementor-widget elementor-widget-text-editor\" data-id=\"94bb952\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><strong>R est un programme g\u00e9n\u00e9ralement con\u00e7u pour l\u2019analyse de donn\u00e9es<\/strong> et fournit des formules et des m\u00e9thodes pour le traitement de l\u2019information et l\u2019analyse statistique.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a566654 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a566654\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-69caf6b\" data-id=\"69caf6b\" 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-c686b76 elementor-widget elementor-widget-heading\" data-id=\"c686b76\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Machine Learning et IA<\/h4>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1d5c998 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1d5c998\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-fda6284\" data-id=\"fda6284\" 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-78b2d76 elementor-widget elementor-widget-text-editor\" data-id=\"78b2d76\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">La connaissance de diverses techniques d\u2019apprentissage automatique (r\u00e9gression logistique, arbres de d\u00e9cision, apprentissage automatique supervis\u00e9, s\u00e9ries chronologiques, vision par ordinateur, d\u00e9tection des valeurs aberrantes, analyse de survie, traitement du langage naturel, etc.) est intrins\u00e8quement importante pour relever de nombreux d\u00e9fis.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4298821 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4298821\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-3fbf2e0\" data-id=\"3fbf2e0\" 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-5689875 elementor-widget elementor-widget-heading\" data-id=\"5689875\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Plateforme Hadoop<\/h4>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ffcd04d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ffcd04d\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-f5c2aeb\" data-id=\"f5c2aeb\" 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-4a35b5a elementor-widget elementor-widget-text-editor\" data-id=\"4a35b5a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Chaque fois que la quantit\u00e9 de donn\u00e9es est tr\u00e8s \u00e9lev\u00e9e, elle peut d\u00e9passer la m\u00e9moire du syst\u00e8me et la <a href=\"https:\/\/datascientest.com\/hadoop\">plateforme <\/a><strong><a href=\"https:\/\/datascientest.com\/hadoop\">Hadoop<\/a> aide les Data Scientists<\/strong> \u00e0 envoyer ou transf\u00e9rer les donn\u00e9es restantes vers diff\u00e9rents serveurs. Cette plateforme est \u00e9galement utile pour la filtration de donn\u00e9es, l\u2019\u00e9chantillonnage et la synth\u00e8se de donn\u00e9es, l\u2019exploration, etc.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b82c393 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b82c393\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-a5c154a\" data-id=\"a5c154a\" 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-21ca6bb elementor-widget elementor-widget-heading\" data-id=\"21ca6bb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">SQL<\/h4>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c87c0b6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c87c0b6\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-e51dc41\" data-id=\"e51dc41\" 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-0e92128 elementor-widget elementor-widget-text-editor\" data-id=\"0e92128\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/datascientest.com\/formation-sql\">Structured Query Language<\/a> (SQL) est un langage de programmation qui aide le Data Scientist \u00e0 communiquer, acc\u00e9der et g\u00e9rer des bases de donn\u00e9es en ajoutant, en soustrayant ou en supprimant des donn\u00e9es. En ce sens, un Data Scientist doit \u00eatre comp\u00e9tent en SQL, car il est sp\u00e9cialement con\u00e7u gr\u00e2ce \u00e0 ses commandes compactes pour gagner du temps et r\u00e9duire la quantit\u00e9 de programmation pour les requ\u00eates difficiles.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-09e97f5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"09e97f5\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-55bcd6a\" data-id=\"55bcd6a\" 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-fd2b569 elementor-widget elementor-widget-heading\" data-id=\"fd2b569\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Autres comp\u00e9tences<\/h4>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-def8838 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"def8838\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-d1d1e7e\" data-id=\"d1d1e7e\" 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-e1c03a7 elementor-widget elementor-widget-text-editor\" data-id=\"e1c03a7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Visualisation de donn\u00e9es<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Apache Spark<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Donn\u00e9es non structur\u00e9es<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Sens des affaires<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Aptitudes \u00e0 la communication et \u00e0 la persuasion<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Alg\u00e8bre et calcul<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Statistiques<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Java<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">PHP<\/span><\/li><\/ul>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5d12216 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5d12216\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-ba0c860\" data-id=\"ba0c860\" 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-9af0ae5 elementor-widget elementor-widget-heading\" data-id=\"9af0ae5\" 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\">Comment devenir Data Scientist\u2009\u00e0 Lyon ?<\/h3>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-99e460b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"99e460b\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-7bffb24\" data-id=\"7bffb24\" 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-3f19f76 elementor-widget elementor-widget-text-editor\" data-id=\"3f19f76\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Il existe plusieurs \u00e9tapes pour devenir Data Scientist.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d281943 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d281943\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-28f7498\" data-id=\"28f7498\" 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-fc12f11 elementor-widget elementor-widget-heading\" data-id=\"fc12f11\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">D\u00e9crocher un dipl\u00f4me <\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40978e8 elementor-widget elementor-widget-image\" data-id=\"40978e8\" 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=\"640\" height=\"427\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-scientist-lyon-formation.jpg\" class=\"attachment-full size-full wp-image-180231\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-scientist-lyon-formation.jpg 640w, https:\/\/datascientest.com\/wp-content\/uploads\/2022\/11\/data-scientist-lyon-formation-300x200.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\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 class=\"elementor-element elementor-element-b000a8b elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"b000a8b\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">En savoir plus sur notre formation de Data Scientist<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-59ae71f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"59ae71f\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-ec2b449\" data-id=\"ec2b449\" 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-e541152 elementor-widget elementor-widget-text-editor\" data-id=\"e541152\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Commencez par <strong>un Master dans certaines sp\u00e9cialit\u00e9s<\/strong>. Voici une liste de domaines d\u2019\u00e9tudes pour vous aider \u00e0 rester sur la bonne voie pour devenir un Data Scientist :<\/span><\/p><ul><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Statistiques<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Math\u00e9matiques<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Math\u00e9matiques appliqu\u00e9es<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Gestion de donn\u00e9es<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Informatique<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Entreprise<\/span><\/li><li><span style=\"font-weight: 400;\"> \u00a0 \u00a0 \u00a0 \u00a0 <\/span><span style=\"font-weight: 400;\">Physique<\/span><\/li><\/ul>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7c16100 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7c16100\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-d06afe9\" data-id=\"d06afe9\" 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-f7c89a1 elementor-widget elementor-widget-heading\" data-id=\"f7c89a1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Choisir votre domaine de pr\u00e9dilection<\/h5>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-97692e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"97692e9\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-65515c0\" data-id=\"65515c0\" 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-2891723 elementor-widget elementor-widget-text-editor\" data-id=\"2891723\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u00c9tant donn\u00e9 que <strong>la Data Science est une branche<\/strong> tr\u00e8s importante des \u00e9tudes g\u00e9n\u00e9rales d\u2019un futur Data Scientist, il existe de nombreuses fa\u00e7ons de concr\u00e9tiser cette carri\u00e8re. La plupart des Data Scientists commencent leur parcours par des cours dans une Universit\u00e9 ou une Grande \u00c9cole proposant un cursus Data Scientist. Sinon, il existe l\u2019option de <strong>la formation continue ou la formation bootcamp<\/strong> comme celle propos\u00e9e par <strong>DataScientest<\/strong>.<\/span><\/p><p><span style=\"font-weight: 400;\">En sortant de l\u2019une de ces formations acad\u00e9miques ou en ligne, vous pouvez \u00eatre embauch\u00e9 pour des postes tels qu\u2019analyste de gestion, sp\u00e9cialiste de la visualisation de donn\u00e9es ou analyste d\u2019\u00e9tudes de march\u00e9. Cependant, pour des r\u00f4les comme <strong>le Machine Learning ou l\u2019ing\u00e9nierie des donn\u00e9es<\/strong>, vous avez besoin d\u2019un master.<\/span><\/p><p><span style=\"font-weight: 400;\">Un doctorat peut vous permettre d\u2019acc\u00e9der \u00e0 des organisations d\u2019envergure internationale telles que Google, Amazon ou Twitter.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-631c9a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"631c9a3\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-33458af\" data-id=\"33458af\" 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-0cd852f elementor-widget elementor-widget-heading\" data-id=\"0cd852f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Partager ses projets avec les autres<\/h5>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c546b31 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c546b31\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-2cf2f1c\" data-id=\"2cf2f1c\" 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-7457961 elementor-widget elementor-widget-text-editor\" data-id=\"7457961\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Une fois dipl\u00f4m\u00e9 Data Scientist, vous devriez partager vos projets avec les autres. <strong>Travailler avec des coll\u00e8gues <\/strong>Data Scientists est un bon point de d\u00e9part, qu&rsquo;ils soient en France ou \u00e0 l&rsquo;\u00e9tranger. Trouvez des personnes avec qui \u00e9tudier, am\u00e9liorez votre profil et trouvez des opportunit\u00e9s. Cela renforce \u00e9galement vos connaissances en apprenant des autres et en vous cr\u00e9ant un r\u00e9seau.<\/span><\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3070362 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3070362\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-36dc26e\" data-id=\"36dc26e\" 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-6d3bcdc elementor-widget elementor-widget-heading\" data-id=\"6d3bcdc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Chercher un emploi<\/h5>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-10697f8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"10697f8\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-a3236fb\" data-id=\"a3236fb\" 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-7aee7c9 elementor-widget elementor-widget-text-editor\" data-id=\"7aee7c9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">C\u2019est l\u00e0 que votre parcours d\u2019apprentissage se termine et que commence votre approche pratique de toutes les comp\u00e9tences acquises. La Data Science est un domaine tr\u00e8s dynamique. Ainsi, vous trouverez plusieurs r\u00f4les sp\u00e9cialis\u00e9s parmi lesquels choisir. Vous devriez trouver un domaine qui vous int\u00e9resse et choisir une entreprise lyonnaise o\u00f9 vos comp\u00e9tences pourraient \u00eatre mises \u00e0 profit.<\/span><\/p><p><span style=\"font-weight: 400;\">Le domaine des technologies de l\u2019information et de la <a href=\"https:\/\/datascientest.com\/formation-data-scientist\">Data Science<\/a><strong> est en constante \u00e9volution<\/strong>. Il y a toujours plus de nouveaut\u00e9s qui apparaissent chaque ann\u00e9e et une entreprise de plus qui a besoin d\u2019un Data Scientist.<\/span><\/p>\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<div class=\"elementor-element elementor-element-8087eac e-flex e-con-boxed e-con\" data-id=\"8087eac\" 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-68eecfe elementor-widget elementor-widget-html\" data-id=\"68eecfe\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Qu\u2019est-ce que la Data Science ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"En termes simples, la Data Science est l\u2019\u00e9tude des donn\u00e9es qui fait appel aux algorithmes, aux principes d\u2019apprentissage automatique et aux autres outils. Elle est utilis\u00e9e pour enregistrer, collecter et analyser des donn\u00e9es afin d\u2019en obtenir des informations importantes et utiles. Les Data Scientists extraient et examinent les donn\u00e9es d\u2019un large \u00e9ventail de sources telles que les fichiers journaux, les m\u00e9dias sociaux, les capteurs, les transactions des clients.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Quelles sont les comp\u00e9tences techniques pour devenir Data Scientist \u00e0 Lyon ? \",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"Python est le langage de codage le plus utilis\u00e9 en Data Science, car il aide \u00e0 d\u00e9velopper des mod\u00e8les d\u2019exploration de donn\u00e9es, d\u2019apprentissage automatique ou de Web scraping. Prenant diff\u00e9rents formats de donn\u00e9es, Python peut aider un Data Scientist \u00e0 cr\u00e9er et \u00e0 rechercher des ensembles de donn\u00e9es et \u00e0 importer des tables SQL dans son code.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Comment devenir Data Scientist \u00e0 Lyon ?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"\u00c9tant donn\u00e9 que la Data Science est une branche tr\u00e8s importante des \u00e9tudes g\u00e9n\u00e9rales d\u2019un futur Data Scientist, il existe de nombreuses fa\u00e7ons de concr\u00e9tiser cette carri\u00e8re. La plupart des Data Scientists commencent leur parcours par des cours dans une Universit\u00e9 ou une Grande \u00c9cole proposant un cursus Data Scientist.\"\r\n    }\r\n  }]\r\n}\r\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1eae76f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1eae76f\" data-element_type=\"section\">\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-100 elementor-top-column elementor-element elementor-element-c2f61cb\" data-id=\"c2f61cb\" 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-0d6c9d8 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"0d6c9d8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-data-scientist\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Voir notre formation de Data Scientist<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/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>La Data Science a rendu la technologie plus simple et plus facile. Avec les progr\u00e8s de ces derni\u00e8res ann\u00e9es, l\u2019apprentissage automatique ou Machine Learning est \u00e9galement devenu assez simple. Si vous aussi, vous souhaitez faire carri\u00e8re dans la Data Science et cherchez \u00e0 savoir comment devenir Data Scientist, laissez-nous vous expliquer en d\u00e9tail comment en [&hellip;]<\/p>\n","protected":false},"author":63,"featured_media":228604,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[1417,2497],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Formation Data Scientist \u00e0 Lyon (69) : \u00c9ligible au CPF<\/title>\n<meta name=\"description\" content=\"Rejoignez notre formation Data Scientist \u00e0 Lyon. 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