{"id":2029,"date":"2020-04-29T08:19:56","date_gmt":"2020-04-29T08:19:56","guid":{"rendered":"https:\/\/datascientest.com\/?p=2029"},"modified":"2023-11-09T14:14:51","modified_gmt":"2023-11-09T14:14:51","slug":"python-ou-r-lequel-choisir","status":"publish","type":"post","link":"https:\/\/datascientest.com\/python-ou-r-lequel-choisir","title":{"rendered":"Python ou R : Lequel choisir ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2029\" class=\"elementor elementor-2029\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-14eb7ae e-flex e-con-boxed e-con\" data-id=\"14eb7ae\" 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-fe14a65 elementor-widget elementor-widget-heading\" data-id=\"fe14a65\" 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\">Python ou R ? La r\u00e9ponse dans ce match en 5 rounds<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16d49b7 elementor-widget elementor-widget-text-editor\" data-id=\"16d49b7\" 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>Tout d\u2019abord, il faut bien comprendre qu\u2019aucun langage de programmation n\u2019est meilleur qu\u2019un autre.\u00a0 Cependant, le fait que <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">Python <\/a>soit <strong>plus utilis\u00e9 dans le monde universitaire<\/strong> et donc <strong>pr\u00e9dominant par la suite dans l\u2019industrie<\/strong> est un avantage consid\u00e9rable si vous voulez vous former \u00e0 la <strong>Data science<\/strong> et au <strong>Machine Learning<\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8cf6241 e-flex e-con-boxed e-con\" data-id=\"8cf6241\" 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-14dba83 elementor-widget elementor-widget-heading\" data-id=\"14dba83\" 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\">Python VS R : 1 - 0<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d040d45 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"d040d45\" 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\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9marrez votre apprentissage sur Python<\/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<div class=\"elementor-element elementor-element-0a677d7 elementor-widget elementor-widget-text-editor\" data-id=\"0a677d7\" 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>En fonction du domaine dans lequel vous travaillez, il existe de r\u00e9elles diff\u00e9rences entre Python et R que vous devez conna\u00eetre afin de choisir votre langage de programmation.\u00a0<\/p><ul><li><a href=\"https:\/\/datascientest.com\/machine-learning-tout-savoir\">Machine Learning<\/a>\u00a0: il comprend deux grandes \u00e9tapes\u00a0: la <strong>conception de mod\u00e8le<\/strong> et la phase de <strong>pr\u00e9diction<\/strong>. La premi\u00e8re est faite en amont par des calculs assez lourds alors que les pr\u00e9dictions sont faites en temps r\u00e9elle. N\u00e9anmoins, le choix de Python ou R pour chacune de ces \u00e9tapes n\u2019influence pas le temps d\u2019ex\u00e9cution d\u2019un utilisateur.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d516bc4 e-flex e-con-boxed e-con\" data-id=\"d516bc4\" 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-7a46ac0 elementor-widget elementor-widget-heading\" data-id=\"7a46ac0\" 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\">Python VS R : 2 - 1<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1002ec elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"d1002ec\" 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\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir nos formations en Data Science<\/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<div class=\"elementor-element elementor-element-85adb92 elementor-widget elementor-widget-text-editor\" data-id=\"85adb92\" 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><a href=\"https:\/\/datascientest.com\/top-10-des-librairies-python-pour-un-data-scientist\">Librairies\u00a0<\/a>: Les deux langages ont une multitude de librairies adapt\u00e9es au Machine Learning. Plus de 5000 librairies sont disponibles en R dans une grande vari\u00e9t\u00e9 de domaines. Python en a moins mais quelques-unes sont quasiment exhaustives telles que\u00a0<a href=\"https:\/\/datascientest.com\/pandas-python-data-science\">Pandas<\/a>,\u00a0<a href=\"https:\/\/datascientest.com\/numpy\">NumPy<\/a>,\u00a0<a href=\"https:\/\/datascientest.com\/tout-savoir-sur-scikit-learn\">Scikit Learn<\/a>,\u00a0<a href=\"https:\/\/datascientest.com\/scipy\">SciPy\u00a0<\/a>ou encore\u00a0<a href=\"https:\/\/datascientest.com\/matplotlib-tout-savoir\">Matplotlib<\/a>.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8438e1 e-flex e-con-boxed e-con\" data-id=\"a8438e1\" 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-e898fb5 elementor-widget elementor-widget-heading\" data-id=\"e898fb5\" 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\">Python VS R : 3 - 2<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97121be elementor-widget elementor-widget-text-editor\" data-id=\"97121be\" 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><strong>D\u00e9veloppement<\/strong> :\u00a0 Beaucoup de personnes trouvent Python assez facile \u00e0 apprendre, de type \u00ab High-Level \u00bb il est plus proche du langage humain, alors que R demande plus d\u2019efforts de prise en main \u00e0 cause de sa syntaxe assez floue. Cependant, ils ont tous deux de bons environnements de d\u00e9veloppement tels que <a href=\"https:\/\/www.spyder-ide.org\/\">Spyder<\/a> pour Python ou <a href=\"https:\/\/rstudio.com\/\">Rstudio<\/a> pour R.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c1a0e02 e-flex e-con-boxed e-con\" data-id=\"c1a0e02\" 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-3f5f5c0 elementor-widget elementor-widget-heading\" data-id=\"3f5f5c0\" 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\">Python VS R : 4 - 2<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca1c790 elementor-widget elementor-widget-text-editor\" data-id=\"ca1c790\" 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><strong>Vitesse<\/strong> :\u00a0Initialement, R et Python sont deux langages relativement lents. <strong>L\u2019accent mis sur la facilit\u00e9 de programmation en Python rend ce langage n\u00e9cessairement moins rapide que des langages \u00ab\u00a0Low-Level\u00a0\u00bb comme R<\/strong>. De plus, R a r\u00e9cemment mis \u00e0 jour ses syst\u00e8mes d\u2019op\u00e9ration de calculs intensifs le rendant beaucoup plus rapide. Pour rattraper ce retard , certaines biblioth\u00e8que Python s\u2019interfacent avec le langage C.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-71a5150 e-flex e-con-boxed e-con\" data-id=\"71a5150\" 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-47e5934 elementor-widget elementor-widget-heading\" data-id=\"47e5934\" 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\">  Python VS R : 4 - 3<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9644f43 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"9644f43\" 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\/formations-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Apprendre \u00e0 coder en Python<\/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<div class=\"elementor-element elementor-element-266197f elementor-widget elementor-widget-text-editor\" data-id=\"266197f\" 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><a href=\"https:\/\/datascientest.com\/avec-la-data-visualisation-donnez-du-sens-a-vos-donnees\">Visualisation<\/a> :\u00a0 En Data Science, la visualisation de donn\u00e9es est primordiale afin d\u2019analyser les r\u00e9sultats, c\u2019est donc un crit\u00e8re important pour choisir son langage. Python n\u2019est pas \u00e0 plaindre dans ce domaine mais le <strong>package R ggplot2<\/strong>, lui donne un gros avantage devant Python et son package <strong>Matplotlib<\/strong> pour sa diversit\u00e9 et sa facilit\u00e9 d\u2019utilisation.\u00a0<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8fa620a e-flex e-con-boxed e-con\" data-id=\"8fa620a\" 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-5ac6730 elementor-widget elementor-widget-heading\" data-id=\"5ac6730\" 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\">Python vs R : 4 - 4<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a74c4da elementor-widget elementor-widget-text-editor\" data-id=\"a74c4da\" 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>Malgr\u00e9 ce match nul, la <strong>formation<\/strong> <strong>DataScientest<\/strong> privil\u00e9gie Python pour sa facilit\u00e9 d\u2019apprentissage et sa pr\u00e9dominance dans le monde professionnel.<\/p><p>N\u00e9anmoins, pour pouvoir s\u2019adapter \u00e0 toutes vos demandes, un grand nombre de\u00a0<a href=\"https:\/\/datascientest.com\/formations-data\">nos modules de cours<\/a>\u00a0sont \u00e9galement disponibles sur R ! N\u2019h\u00e9sitez pas \u00e0\u00a0<a href=\"contact@datascientest.com\">nous contacter<\/a>\u00a0pour plus d\u2019informations !<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Python ou R ? La r\u00e9ponse dans ce match en 5 rounds Tout d\u2019abord, il faut bien comprendre qu\u2019aucun langage de programmation n\u2019est meilleur qu\u2019un autre.&nbsp; Cependant, le fait que Python soit plus utilis\u00e9 dans le monde universitaire et donc pr\u00e9dominant par la suite dans l\u2019industrie est un avantage consid\u00e9rable si vous voulez vous former [&hellip;]<\/p>\n","protected":false},"author":77,"featured_media":2030,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[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>Python ou R : Lequel choisir ? - datascientest.com<\/title>\n<meta name=\"description\" content=\"Python ou R ? C&#039;est une question fr\u00e9quente lorsqu&#039;il s&#039;agit de d\u00e9marrer en programmation : DataScientest fait le point dans un match serr\u00e9 !\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/python-ou-r-lequel-choisir\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python ou R : Lequel choisir ?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/python-ou-r-lequel-choisir\" \/>\n<meta property=\"og:site_name\" content=\"Formation Data Science | DataScientest.com\" \/>\n<meta property=\"article:published_time\" content=\"2020-04-29T08:19:56+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-09T14:14:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/04\/Diapositive1-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"720\" \/>\n\t<meta property=\"og:image:height\" content=\"405\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Raphael Kassel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Raphael Kassel\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/python-ou-r-lequel-choisir\",\"url\":\"https:\/\/datascientest.com\/python-ou-r-lequel-choisir\",\"name\":\"Python ou R : Lequel choisir ? - datascientest.com\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/#website\"},\"datePublished\":\"2020-04-29T08:19:56+00:00\",\"dateModified\":\"2023-11-09T14:14:51+00:00\",\"author\":{\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1\"},\"description\":\"Python ou R ? C'est une question fr\u00e9quente lorsqu'il s'agit de d\u00e9marrer en programmation : DataScientest fait le point dans un match serr\u00e9 !\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/python-ou-r-lequel-choisir\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/#website\",\"url\":\"https:\/\/datascientest.com\/\",\"name\":\"Formation Data Science | DataScientest.com\",\"description\":\"Leader de la formation en Data Science\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1\",\"name\":\"Raphael Kassel\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\/\/datascientest.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg\",\"contentUrl\":\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg\",\"caption\":\"Raphael Kassel\"},\"description\":\"Raphael Kassel est le Head of Data Programs chez DataScientest. Il supervise une \u00e9quipe Data, impl\u00e9mente de nouveaux parcours comme \\\"Chef de projet IA\\\" et \\\"Data Product Manager\\\", et contribue \u00e0 la modernisation des op\u00e9rations du groupe. En collaboration \u00e9troite avec l'\u00e9quipe de d\u00e9veloppement, il adapte l'accompagnement acad\u00e9mique aux \u00e9volutions de l'\u00e9quipe data et \u00e0 l'internationalisation.\",\"sameAs\":[\"https:\/\/www.linkedin.com\/in\/raphaelkassel\/\",\"Data Science\"],\"url\":\"https:\/\/datascientest.com\/author\/raphaelkassel\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Python ou R : Lequel choisir ? - datascientest.com","description":"Python ou R ? C'est une question fr\u00e9quente lorsqu'il s'agit de d\u00e9marrer en programmation : DataScientest fait le point dans un match serr\u00e9 !","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/datascientest.com\/python-ou-r-lequel-choisir","og_locale":"fr_FR","og_type":"article","og_title":"Python ou R : Lequel choisir ?","og_url":"https:\/\/datascientest.com\/python-ou-r-lequel-choisir","og_site_name":"Formation Data Science | DataScientest.com","article_published_time":"2020-04-29T08:19:56+00:00","article_modified_time":"2023-11-09T14:14:51+00:00","og_image":[{"width":720,"height":405,"url":"https:\/\/datascientest.com\/wp-content\/uploads\/2020\/04\/Diapositive1-1.png","type":"image\/png"}],"author":"Raphael Kassel","twitter_card":"summary_large_image","twitter_misc":{"\u00c9crit par":"Raphael Kassel","Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/datascientest.com\/python-ou-r-lequel-choisir","url":"https:\/\/datascientest.com\/python-ou-r-lequel-choisir","name":"Python ou R : Lequel choisir ? - datascientest.com","isPartOf":{"@id":"https:\/\/datascientest.com\/#website"},"datePublished":"2020-04-29T08:19:56+00:00","dateModified":"2023-11-09T14:14:51+00:00","author":{"@id":"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1"},"description":"Python ou R ? C'est une question fr\u00e9quente lorsqu'il s'agit de d\u00e9marrer en programmation : DataScientest fait le point dans un match serr\u00e9 !","inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datascientest.com\/python-ou-r-lequel-choisir"]}]},{"@type":"WebSite","@id":"https:\/\/datascientest.com\/#website","url":"https:\/\/datascientest.com\/","name":"Formation Data Science | DataScientest.com","description":"Leader de la formation en Data Science","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/datascientest.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"fr-FR"},{"@type":"Person","@id":"https:\/\/datascientest.com\/#\/schema\/person\/6eca16f63daaafcbc96e15549b9d4ee1","name":"Raphael Kassel","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/datascientest.com\/#\/schema\/person\/image\/","url":"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg","contentUrl":"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/11\/raph.jpeg","caption":"Raphael Kassel"},"description":"Raphael Kassel est le Head of Data Programs chez DataScientest. Il supervise une \u00e9quipe Data, impl\u00e9mente de nouveaux parcours comme \"Chef de projet IA\" et \"Data Product Manager\", et contribue \u00e0 la modernisation des op\u00e9rations du groupe. En collaboration \u00e9troite avec l'\u00e9quipe de d\u00e9veloppement, il adapte l'accompagnement acad\u00e9mique aux \u00e9volutions de l'\u00e9quipe data et \u00e0 l'internationalisation.","sameAs":["https:\/\/www.linkedin.com\/in\/raphaelkassel\/","Data Science"],"url":"https:\/\/datascientest.com\/author\/raphaelkassel"}]}},"_links":{"self":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/posts\/2029"}],"collection":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/users\/77"}],"replies":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/comments?post=2029"}],"version-history":[{"count":0,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/posts\/2029\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/media\/2030"}],"wp:attachment":[{"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/media?parent=2029"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/categories?post=2029"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datascientest.com\/wp-json\/wp\/v2\/tags?post=2029"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}