{"id":165370,"date":"2023-08-02T11:32:09","date_gmt":"2023-08-02T10:32:09","guid":{"rendered":"https:\/\/datascientest.com\/de\/?p=165370"},"modified":"2023-10-30T14:18:15","modified_gmt":"2023-10-30T13:18:15","slug":"python-oder-r","status":"publish","type":"post","link":"https:\/\/datascientest.com\/de\/python-oder-r","title":{"rendered":"Python vs. R: Was soll ich w\u00e4hlen?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"165370\" class=\"elementor elementor-165370\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-46d67c1 e-flex e-con-boxed e-con\" data-id=\"46d67c1\" 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-a38d055 elementor-widget elementor-widget-heading\" data-id=\"a38d055\" 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 vs. R? Die Antwort in diesem 5-Runden-Match\ud83d\udc4a<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1ae3ed elementor-widget elementor-widget-text-editor\" data-id=\"f1ae3ed\" 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>Zun\u00e4chst einmal muss man sich dar\u00fcber im Klaren sein, dass keine Programmiersprache besser ist als eine andere. Allerdings ist die Tatsache, dass <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">Python<\/a> <strong>im akademischen Bereich h\u00e4ufiger verwendet<\/strong> wird und daher sp\u00e4ter in der <strong>Industrie vorherrscht, ist ein gro\u00dfer Vorteil<\/strong>, wenn du dich in <strong>Data Science<\/strong> und <strong>Machine Learning ausbilden lassen willst<\/strong>.<\/p><p>\u00a0<\/p><p>\ud83d\udca1Auch interessant:<\/p><table dir=\"ltr\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\"><colgroup><col width=\"426\" \/><\/colgroup><tbody><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Python&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/python\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/python\" target=\"_blank\" rel=\"noopener\">Python<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Wordcloud Python&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/wordcloud-python\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/wordcloud-python\" target=\"_blank\" rel=\"noopener\">Wordcloud Python<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Python oder R ?&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/python-oder-r\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/python-oder-r\" target=\"_blank\" rel=\"noopener\">Python oder R ?<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Python f\u00fcr Dummies Teil 2&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/python-fuer-dummies-teil-2\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/python-fuer-dummies-teil-2\" target=\"_blank\" rel=\"noopener\">Python f\u00fcr Dummies Teil 2<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Python Schulung&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/python-schulung\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/python-schulung\" target=\"_blank\" rel=\"noopener\">Python Schulung<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Was ist Scala und wieso ist Python besser&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/scala-was-ist-diese-programmiersprache-und-wieso-ist-python-besser\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/scala-was-ist-diese-programmiersprache-und-wieso-ist-python-besser\" target=\"_blank\" rel=\"noopener\">Was ist Scala und wieso ist Python besser<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Top der nativen Python Funktionen&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/top-10-der-nativen-python-funktionen\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/top-10-der-nativen-python-funktionen\" target=\"_blank\" rel=\"noopener\">Top der nativen Python Funktionen<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Imageio&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/de\/imageio-die-python-bibliothek-fuer-bilddaten\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/de\/imageio-die-python-bibliothek-fuer-bilddaten\" target=\"_blank\" rel=\"noopener\">Imageio<\/a><\/td><\/tr><\/tbody><\/table>\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-d7688f0 e-flex e-con-boxed e-con\" data-id=\"d7688f0\" 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-ee869c6 elementor-widget elementor-widget-heading\" data-id=\"ee869c6\" 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-665b1d5 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"665b1d5\" 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-md\" href=\"https:\/\/datascientest.com\/de\/unsere-aus-und-weiterbildungen\">\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\">Starten Sie Ihren Lernprozess mit 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-b54c7e5 elementor-widget elementor-widget-text-editor\" data-id=\"b54c7e5\" 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\">Je nachdem, in welchem Bereich du arbeitest, gibt es echte Unterschiede zwischen Python und R, die du kennen solltest, um deine Programmiersprache auszuw\u00e4hlen.\u00a0<\/span><\/p><ul><li><a href=\"https:\/\/datascientest.com\/machine-learning-tout-savoir\"><b>Machine Learning<\/b><\/a><span style=\"font-weight: 400\"> Das Verfahren besteht aus zwei gro\u00dfen Schritten: dem <\/span><b>Modellentwurf <\/b><span style=\"font-weight: 400\">und der <\/span><b>Vorhersagephase<\/b><span style=\"font-weight: 400\">. Erstere wird im Vorfeld durch ziemlich aufw\u00e4ndige Berechnungen durchgef\u00fchrt, w\u00e4hrend die Vorhersagen in Echtzeit gemacht werden. Dennoch hat die Wahl von Python oder R f\u00fcr jeden dieser Schritte keinen Einfluss auf die Ausf\u00fchrungszeit eines Users.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-72c2be9 e-flex e-con-boxed e-con\" data-id=\"72c2be9\" 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-5620a9e elementor-widget elementor-widget-heading\" data-id=\"5620a9e\" 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-8d92484 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"8d92484\" 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-md\" href=\"https:\/\/datascientest.com\/de\/unsere-aus-und-weiterbildungen\">\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\">Entdecke usere Kurse in 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-f3101cd elementor-widget elementor-widget-text-editor\" data-id=\"f3101cd\" 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\"><b>B\u00fcchereien <\/b><\/a><span style=\"font-weight: 400\">: Beide Sprachen haben eine Vielzahl von Bibliotheken, die f\u00fcr Machine Learning geeignet sind. In R gibt es \u00fcber 5000 Bibliotheken in einer Vielzahl von Bereichen. Python hat weniger, aber einige sind nahezu ersch\u00f6pfend, wie z.B.. <\/span><a href=\"https:\/\/datascientest.com\/pandas-python-data-science\"><b>Pandas<\/b><\/a><span style=\"font-weight: 400\">, <\/span><a href=\"https:\/\/datascientest.com\/numpy\"><b>NumPy<\/b><\/a><span style=\"font-weight: 400\">, <\/span><a href=\"https:\/\/datascientest.com\/tout-savoir-sur-scikit-learn\"><b>Scikit Learn<\/b><\/a><span style=\"font-weight: 400\">, <\/span><a href=\"https:\/\/datascientest.com\/scipy\"><b>SciPy <\/b><\/a><span style=\"font-weight: 400\">oder auch <\/span><a href=\"https:\/\/datascientest.com\/matplotlib-tout-savoir\"><b>Matplotlib<\/b><\/a><span style=\"font-weight: 400\">.<\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cdfa6d8 e-flex e-con-boxed e-con\" data-id=\"cdfa6d8\" 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-4371061 elementor-widget elementor-widget-heading\" data-id=\"4371061\" 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-ad0e2e6 elementor-widget elementor-widget-text-editor\" data-id=\"ad0e2e6\" 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><b>Entwicklung<\/b><span style=\"font-weight: 400\">:\u00a0 Viele Leute finden Python recht einfach zu erlernen, da es vom Typ &#8222;High-Level&#8220; ist und der menschlichen Sprache n\u00e4her kommt, w\u00e4hrend R aufgrund seiner recht unklaren Syntax mehr Einarbeitungsaufwand erfordert. Beide haben jedoch gute Entwicklungsumgebungen wie z. B. <\/span><a href=\"https:\/\/www.spyder-ide.org\/\"><b>Spyder<\/b><\/a><span style=\"font-weight: 400\"> f\u00fcr Python oder <\/span><a href=\"https:\/\/rstudio.com\/\"><b>Rstudio<\/b><\/a><span style=\"font-weight: 400\"> f\u00fcr R.<\/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-8bafc46 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"8bafc46\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/kNPe_pgbuHg&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.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-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1797b54 e-flex e-con-boxed e-con\" data-id=\"1797b54\" 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-489b976 elementor-widget elementor-widget-heading\" data-id=\"489b976\" 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-8cfe052 elementor-widget elementor-widget-text-editor\" data-id=\"8cfe052\" 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><b>Geschwindigkeit<\/b><span style=\"font-weight: 400\">: Urspr\u00fcnglich sind R und Python zwei relativ langsame Sprachen. <\/span><b>Durch die Betonung der einfachen Programmierung in Python ist diese Sprache zwangsl\u00e4ufig langsamer als &#8222;Low-Level&#8220;-Sprachen wie R. <\/b><span style=\"font-weight: 400\">Au\u00dferdem hat R vor kurzem seine Systeme f\u00fcr rechenintensive Operationen aktualisiert, wodurch sie viel schneller geworden ist. Um diesen R\u00fcckstand aufzuholen, haben einige Python-Bibliotheken Schnittstellen zur Programmiersprache C.<\/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-3d0e6f7 elementor-widget elementor-widget-image\" data-id=\"3d0e6f7\" 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=\"768\" height=\"384\" src=\"https:\/\/datascientest.com\/de\/files\/2023\/06\/elif-python.webp\" class=\"attachment-large size-large wp-image-178694\" alt=\"elif python\" srcset=\"https:\/\/datascientest.com\/de\/files\/2023\/06\/elif-python.webp 768w, https:\/\/datascientest.com\/de\/files\/2023\/06\/elif-python-300x150.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9defaf8 e-flex e-con-boxed e-con\" data-id=\"9defaf8\" 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-0805471 elementor-widget elementor-widget-heading\" data-id=\"0805471\" 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-0a97a1c elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"0a97a1c\" 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-md\" href=\"https:\/\/datascientest.com\/de\/unsere-aus-und-weiterbildungen\">\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\">Lernen, in Python zu codieren<\/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-511d230 elementor-widget elementor-widget-text-editor\" data-id=\"511d230\" 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\"><b>Visualisierung<\/b><\/a><span style=\"font-weight: 400\"> In der Data Science ist die Visualisierung von Daten entscheidend, um die Ergebnisse zu analysieren, daher ist sie ein wichtiges Kriterium bei der Wahl der Sprache. Python ist in diesem Bereich nicht zu verachten, aber das <\/span><b>R-Paket ggplot2 verschafft ihm einen gro\u00dfen Vorteil gegen\u00fcber <\/b><span style=\"font-weight: 400\">Python und seinem <\/span><b>Matplotlib-Paket aufgrund seiner <\/b><span style=\"font-weight: 400\">Vielfalt und Benutzerfreundlichkeit. <\/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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6cb05c0 e-flex e-con-boxed e-con\" data-id=\"6cb05c0\" 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-27937cc elementor-widget elementor-widget-heading\" data-id=\"27937cc\" 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-781addd elementor-widget elementor-widget-text-editor\" data-id=\"781addd\" 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\">Trotz dieses Unentschiedens bevorzugt die <\/span><b>DataScientest-Ausbildung <\/b><span style=\"font-weight: 400\">Python wegen seiner leichten Erlernbarkeit und seiner Dominanz in der Berufswelt.<\/span><\/p><p><span style=\"font-weight: 400\">Um jedoch allen deinen W\u00fcnschen gerecht zu werden, gibt es eine gro\u00dfe Anzahl von <\/span><a href=\"https:\/\/datascientest.com\/formations-data\"><b>unsere Kursmodule<\/b><\/a><span style=\"font-weight: 400\"> auch auf R verf\u00fcgbar sind! Bitte z\u00f6gere nicht <\/span><a href=\"https:\/\/datascientest.com\/contact@datascientest.com\"><b>uns\u00a0 kontaktieren<\/b><\/a><span style=\"font-weight: 400\"> f\u00fcr weitere Informationen!<\/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-680422c elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"680422c\" 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-md\" href=\"https:\/\/datascientest.com\/de\/terminvereinbarung\">\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\">Vereinbare einen Termin<\/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\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Python vs. R? Die Antwort in diesem 5-Runden-Match\ud83d\udc4a Zun\u00e4chst einmal muss man sich dar\u00fcber im Klaren sein, dass keine Programmiersprache besser ist als eine andere. Allerdings ist die Tatsache, dass Python im akademischen Bereich h\u00e4ufiger verwendet wird und daher sp\u00e4ter in der Industrie vorherrscht, ist ein gro\u00dfer Vorteil, wenn du dich in Data Science und [&hellip;]<\/p>\n","protected":false},"author":47,"featured_media":165372,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2454],"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 vs. R: Was soll ich w\u00e4hlen?<\/title>\n<meta name=\"description\" content=\"Python vs. R: Das ist eine h\u00e4ufige Frage, wenn es um den Einstieg ins Programmieren geht: DataScientest kl\u00e4rt in einem engen Match auf!\" \/>\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\/de\/python-oder-r\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python vs. R: Was soll ich w\u00e4hlen?\" \/>\n<meta property=\"og:description\" content=\"Python vs. R? Die Antwort in diesem 5-Runden-Match\ud83d\udc4a Zun\u00e4chst einmal muss man sich dar\u00fcber im Klaren sein, dass keine Programmiersprache besser ist als\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/de\/python-oder-r\" \/>\n<meta property=\"og:site_name\" content=\"Weiterbildung Data Science | DataScientest.com\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataScientestEN\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-02T10:32:09+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-10-30T13:18:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/de\/wp-content\/blogs.dir\/8\/files\/2022\/11\/Diapositive1-1.webp\" \/>\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\/webp\" \/>\n<meta name=\"author\" content=\"Adriano R\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DataScientest__\" \/>\n<meta name=\"twitter:site\" content=\"@DataScientest__\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Adriano R\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/datascientest.com\/de\/python-oder-r#article\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/de\/python-oder-r\"},\"author\":{\"name\":\"Adriano R\",\"@id\":\"https:\/\/datascientest.com\/de\/#\/schema\/person\/3d2560836c47019eb12b7b77f3a15378\"},\"headline\":\"Python vs. R: Was soll ich w\u00e4hlen?\",\"datePublished\":\"2023-08-02T10:32:09+00:00\",\"dateModified\":\"2023-10-30T13:18:15+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/datascientest.com\/de\/python-oder-r\"},\"wordCount\":498,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/datascientest.com\/de\/#organization\"},\"articleSection\":[\"Data Science\"],\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/datascientest.com\/de\/python-oder-r#respond\"]}],\"copyrightYear\":\"2023\",\"copyrightHolder\":{\"@id\":\"https:\/\/datascientest.com\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/de\/python-oder-r\",\"url\":\"https:\/\/datascientest.com\/de\/python-oder-r\",\"name\":\"Python vs. R: Was soll ich w\u00e4hlen?\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/de\/#website\"},\"datePublished\":\"2023-08-02T10:32:09+00:00\",\"dateModified\":\"2023-10-30T13:18:15+00:00\",\"description\":\"Python vs. R: Das ist eine h\u00e4ufige Frage, wenn es um den Einstieg ins Programmieren geht: DataScientest kl\u00e4rt in einem engen Match auf!\",\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/de\/python-oder-r\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/de\/#website\",\"url\":\"https:\/\/datascientest.com\/de\/\",\"name\":\"Weiterbildung Data Science | DataScientest.com\",\"description\":\"F\u00fchrender Anbieter von Schulungen im Bereich Data Science\",\"publisher\":{\"@id\":\"https:\/\/datascientest.com\/de\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/de\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"de\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/datascientest.com\/de\/#organization\",\"name\":\"DataScientest\",\"url\":\"https:\/\/datascientest.com\/de\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/datascientest.com\/de\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/datascientest.com\/de\/wp-content\/blogs.dir\/8\/files\/2024\/02\/DataScientest_icon_blue-2.png\",\"contentUrl\":\"https:\/\/datascientest.com\/de\/wp-content\/blogs.dir\/8\/files\/2024\/02\/DataScientest_icon_blue-2.png\",\"width\":301,\"height\":301,\"caption\":\"DataScientest\"},\"image\":{\"@id\":\"https:\/\/datascientest.com\/de\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/DataScientestEN\",\"https:\/\/twitter.com\/DataScientest__\",\"https:\/\/www.linkedin.com\/company\/datascientest-germany\/\",\"https:\/\/www.tiktok.com\/@datascientest\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/de\/#\/schema\/person\/3d2560836c47019eb12b7b77f3a15378\",\"name\":\"Adriano R\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/datascientest.com\/de\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/fbfbc3a7811c63caf3333396a123058f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/fbfbc3a7811c63caf3333396a123058f?s=96&d=mm&r=g\",\"caption\":\"Adriano R\"},\"sameAs\":[\"user\"],\"url\":\"https:\/\/datascientest.com\/de\/author\/adriano-r\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Python vs. R: Was soll ich w\u00e4hlen?","description":"Python vs. R: Das ist eine h\u00e4ufige Frage, wenn es um den Einstieg ins Programmieren geht: DataScientest kl\u00e4rt in einem engen Match auf!","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\/de\/python-oder-r","og_locale":"de_DE","og_type":"article","og_title":"Python vs. R: Was soll ich w\u00e4hlen?","og_description":"Python vs. R? Die Antwort in diesem 5-Runden-Match\ud83d\udc4a Zun\u00e4chst einmal muss man sich dar\u00fcber im Klaren sein, dass keine Programmiersprache besser ist als","og_url":"https:\/\/datascientest.com\/de\/python-oder-r","og_site_name":"Weiterbildung Data Science | DataScientest.com","article_publisher":"https:\/\/www.facebook.com\/DataScientestEN","article_published_time":"2023-08-02T10:32:09+00:00","article_modified_time":"2023-10-30T13:18:15+00:00","og_image":[{"width":720,"height":405,"url":"https:\/\/datascientest.com\/de\/wp-content\/blogs.dir\/8\/files\/2022\/11\/Diapositive1-1.webp","type":"image\/webp"}],"author":"Adriano R","twitter_card":"summary_large_image","twitter_creator":"@DataScientest__","twitter_site":"@DataScientest__","twitter_misc":{"Verfasst von":"Adriano R","Gesch\u00e4tzte Lesezeit":"3 Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/datascientest.com\/de\/python-oder-r#article","isPartOf":{"@id":"https:\/\/datascientest.com\/de\/python-oder-r"},"author":{"name":"Adriano R","@id":"https:\/\/datascientest.com\/de\/#\/schema\/person\/3d2560836c47019eb12b7b77f3a15378"},"headline":"Python vs. R: Was soll ich w\u00e4hlen?","datePublished":"2023-08-02T10:32:09+00:00","dateModified":"2023-10-30T13:18:15+00:00","mainEntityOfPage":{"@id":"https:\/\/datascientest.com\/de\/python-oder-r"},"wordCount":498,"commentCount":0,"publisher":{"@id":"https:\/\/datascientest.com\/de\/#organization"},"articleSection":["Data Science"],"inLanguage":"de","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/datascientest.com\/de\/python-oder-r#respond"]}],"copyrightYear":"2023","copyrightHolder":{"@id":"https:\/\/datascientest.com\/#organization"}},{"@type":"WebPage","@id":"https:\/\/datascientest.com\/de\/python-oder-r","url":"https:\/\/datascientest.com\/de\/python-oder-r","name":"Python vs. R: Was soll ich w\u00e4hlen?","isPartOf":{"@id":"https:\/\/datascientest.com\/de\/#website"},"datePublished":"2023-08-02T10:32:09+00:00","dateModified":"2023-10-30T13:18:15+00:00","description":"Python vs. R: Das ist eine h\u00e4ufige Frage, wenn es um den Einstieg ins Programmieren geht: DataScientest kl\u00e4rt in einem engen Match auf!","inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datascientest.com\/de\/python-oder-r"]}]},{"@type":"WebSite","@id":"https:\/\/datascientest.com\/de\/#website","url":"https:\/\/datascientest.com\/de\/","name":"Weiterbildung Data Science | DataScientest.com","description":"F\u00fchrender Anbieter von Schulungen im Bereich Data Science","publisher":{"@id":"https:\/\/datascientest.com\/de\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/datascientest.com\/de\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"de"},{"@type":"Organization","@id":"https:\/\/datascientest.com\/de\/#organization","name":"DataScientest","url":"https:\/\/datascientest.com\/de\/","logo":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/datascientest.com\/de\/#\/schema\/logo\/image\/","url":"https:\/\/datascientest.com\/de\/wp-content\/blogs.dir\/8\/files\/2024\/02\/DataScientest_icon_blue-2.png","contentUrl":"https:\/\/datascientest.com\/de\/wp-content\/blogs.dir\/8\/files\/2024\/02\/DataScientest_icon_blue-2.png","width":301,"height":301,"caption":"DataScientest"},"image":{"@id":"https:\/\/datascientest.com\/de\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DataScientestEN","https:\/\/twitter.com\/DataScientest__","https:\/\/www.linkedin.com\/company\/datascientest-germany\/","https:\/\/www.tiktok.com\/@datascientest"]},{"@type":"Person","@id":"https:\/\/datascientest.com\/de\/#\/schema\/person\/3d2560836c47019eb12b7b77f3a15378","name":"Adriano R","image":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/datascientest.com\/de\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/fbfbc3a7811c63caf3333396a123058f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/fbfbc3a7811c63caf3333396a123058f?s=96&d=mm&r=g","caption":"Adriano R"},"sameAs":["user"],"url":"https:\/\/datascientest.com\/de\/author\/adriano-r"}]}},"_links":{"self":[{"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/posts\/165370"}],"collection":[{"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/users\/47"}],"replies":[{"embeddable":true,"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/comments?post=165370"}],"version-history":[{"count":0,"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/posts\/165370\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/media\/165372"}],"wp:attachment":[{"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/media?parent=165370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/categories?post=165370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datascientest.com\/de\/wp-json\/wp\/v2\/tags?post=165370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}