{"id":2616,"date":"2025-07-16T18:20:19","date_gmt":"2025-07-16T18:20:19","guid":{"rendered":"https:\/\/academy.xebia.com\/ch\/training\/datenwissenschaft-mit-python-zertifiziert\/"},"modified":"2026-07-21T09:00:03","modified_gmt":"2026-07-21T09:00:03","slug":"datenwissenschaft-mit-python-zertifiziert","status":"publish","type":"course","link":"https:\/\/academy.xebia.com\/ch\/de\/training\/datenwissenschaft-mit-python-zertifiziert\/","title":{"rendered":"Datenwissenschaft mit Python (zertifiziert)"},"content":{"rendered":"\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"e00a7f3e\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-group-hero js-group-hero\" data-id=\"9d12ea52\">\n\t\t<div class=\"block-group-hero__background\">\n\t\t<div class=\"hero-theme block-group-hero__hero-theme\" data-id=\"70b17766\">\n\t\n\t<div class=\"hero-theme__background\">\n\t\t\t\t\t<div class=\"hero-theme__background--data-white\">\n\t\t\t\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='46' height='55' viewBox='0 0 46 55' fill='none'><ellipse cx='23' cy='36.7998' rx='22.5' ry='18' fill='url(#d735639f-d453-471a-801b-0657b2eb7a67)'\/><ellipse cx='23' cy='18.7998' rx='22.5' ry='18' fill='url(#4c1d66b0-2ce8-4afa-9d6a-39f96de62a0f)'\/><path fill-rule='evenodd' clip-rule='evenodd' d='M3.51 27.8c3.891-5.38 11.162-9 19.49-9 8.329 0 15.6 3.62 19.49 9-3.89 5.38-11.161 9-19.49 9-8.328 0-15.599-3.62-19.49-9Z' fill='url(#49b6e6d5-70ad-4f46-bf58-c0f7e50be95b)'\/><defs><linearGradient id='d735639f-d453-471a-801b-0657b2eb7a67' x1='23' y1='18.7998' x2='23' y2='54.7998' gradientUnits='userSpaceOnUse'><stop stop-color='#F3F3F3' stop-opacity='0.5'\/><stop offset='1' stop-color='#84117C'\/><\/linearGradient><linearGradient id='4c1d66b0-2ce8-4afa-9d6a-39f96de62a0f' x1='23' y1='0.799805' x2='23' y2='36.7998' gradientUnits='userSpaceOnUse'><stop stop-color='#F3F3F3' stop-opacity='0.5'\/><stop offset='1' stop-color='#84117C'\/><\/linearGradient><linearGradient id='49b6e6d5-70ad-4f46-bf58-c0f7e50be95b' x1='23.0006' y1='18.7998' x2='23.0006' y2='36.7998' gradientUnits='userSpaceOnUse'><stop stop-color='#84117C'\/><stop offset='0.9999' stop-color='#A80C9E'\/><stop offset='1' stop-color='#84117C' stop-opacity='0'\/><\/linearGradient><\/defs><\/svg>\t\t\t<\/div>\n\t\t\n\t<\/div>\n<\/div>\t<\/div>\n\t<div class=\"block-group-hero__content\">\n\t\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"2f13f24c\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-course-hero\">\n\t<div class=\"block-course-hero__row\">\n\t\t<div class=\"block-course-hero block-course-hero__title\">\n\t\t\t<div class=\"block-course-hero__title-container\">\n\t\t\t\t<h2\tclass=\"heading\"\n\tdata-id=\"a85be741\"\n>\n\t<strong>Data Science mit Python (<\/strong>zertifiziert)<\/h2>\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"block-course-hero__row\">\n\t\t<div class=\"block-course-hero\">\n\t\t\t<div class=\"block-course-hero__content\">\n\t\t\t\t<p class=\"block-course-hero__date-location\">\n\t\t\t\t\t<span data-training-meta-p-date>\n\t\t\t\t\t<\/span>   <span data-training-meta-p-address>\t\t\t\t\t<\/span>\n\t\t\t\t<\/p>\n\t\t\t\t<div class=\"course-tags block-course-hero__course-tags\" data-id=\"edfd8082\">\n\t<div class=\"tags course-tags__tags js-tags\">\n\t\n\t\t<div class=\"tags__tag tags__tag-dark js-tags-tag tags__tag-show js-tags-tag-show\">\n\t\t\t<span >\t\t\tDatenwissenschaft\t\t\t<\/span>\n\t\t<\/div>\n\n\t\t<button\tclass=\"btn tags__show-more js-tags-show-more\"\n\tdata-id=\"298b568a\">\n\t<i class=\"icon btn__show-more\" data-id=\"163c22a5\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' fill='none' viewBox='0 0 25 24'><path stroke='currentColor' stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='M7 12h10M12 7v10'\/><\/svg><\/i>\n\t\n\t<\/button>\t<div class=\"tags__tippy-template js-tags-tippy-template\">\n\t\t<div class=\"tags__head\">\n\t\t\t<span><\/span>\n\t\t\t<button\tclass=\"btn tags__close js-tags-close\"\n\tdata-id=\"62c7f869\">\n\t<i class=\"icon btn__close\" data-id=\"6521e2e0\"  aria-hidden=\"true\">\n\t<svg width='20' height='20' viewBox='0 0 20 20' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M15 5L5.00103 14.999' stroke='#6A1D57' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><path d='M15 14.998L5.00103 4.99907' stroke='#6A1D57' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><\/svg><\/i>\n\t\n\t<\/button>\t\t<\/div>\n\t<\/div>\n<\/div><\/div><p class=\"paragraph block-course-hero__description\" data-id=\"a3092fbc\">\n\tDu weisst bereits, wie man grundlegende Datenanalysen mit Python durchf\u00fchrt, m\u00f6chtest aber mehr \u00fcber maschinelles Lernen erfahren? In diesem dreit\u00e4gigen Intensivkurs zum Thema Data Science lernst Du, wie Du das Potenzial von Python f\u00fcr Datenanalyse und maschinelles Lernen voll aussch\u00f6pfen kannst. Der Kurs behandelt das Trainieren von Modellen mit scikit-learn und Best Practices f\u00fcr die Transformation Deiner Daten mit Pandas (Python-Datenanalysebibliothek) \u2013 in einer perfekten Kombination aus Theorie und Praxis. Nach Bestehen der Pr\u00fcfung am Ende des Kurses darfst Du Dich &#8222;zertifizierter Data Scientist&#8220; nennen!    <br><\/p>\t\t\t\t<div class=\"block-course-hero__trainers-list\" aria-hidden=\"true\">\n\t\t\t\t\t<a href=\"https:\/\/example.com\" class=\"author-meta block-course-hero__author-meta author-meta__make-flex author-meta__link author-meta__make-flex\" rel=\"nofollow noopener\" target=\"_blank\">\n\t\t<picture class=\"image author-meta__image\" data-id=\"4de6f9fb\">\n\n\t\n\t\n\t<img\n\t\tsrc=\"https:\/\/example.com\"\n\t\talt=\"\"\n\t\tclass=\"image__img author-meta__image-img\"\n\t\/>\n<\/picture><h2\tclass=\"heading author-meta__heading\"\n\tdata-id=\"5379413a\"\n>\n\tTrainer Title<\/h2>\t<\/a>\t\t\t\t<\/div>\n\t\t\t\t<div\n\t\t\t\t\tclass=\"block-course-hero__review-widget block-course-hero__review-widget-spacing\"\n\t\t\t\t\taria-hidden=\"true\">\n\t\t\t\t\t<div class=\"springest-review-widget springest-review-widget-width:300 springest-review-widget-bg:FFFFFF\">\n\t<a href=\"\">\n\t\t\t<\/a>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"block-course-hero__booking-container\">\n\t\t\t\t<div class=\"booking js-booking block-course-hero__booking booking__single-column\" id=\"booking-7c823dda\" data-id=\"7c823dda\">\n\t\t<div class=\"booking__info\">\n\t\t<h2\tclass=\"heading booking__heading\"\n\tdata-id=\"65bc389c\"\n>\n\t<strong>M\u00f6chtest Du die Kompetenzen Ihres Teams oder Deiner Organisation erweitern?<\/strong> <\/h2><p class=\"paragraph booking__paragraph\" data-id=\"3a9dd24e\">\n\tAndrea will gladly help you further with training solutions for your organization.<\/p><div class=\"author-meta booking__author-meta\">\n\t\t<picture class=\"image author-meta__image\" data-id=\"e2ba2d42\">\n\n\t\n\t\n\t<img\n\t\tsrc=\"\/wp-content\/uploads\/sites\/19\/2026\/02\/andrea-150x150.png\"\n\t\talt=\"\"\n\t\tclass=\"image__img author-meta__image-img\"\n\t\/>\n<\/picture>\t\t<h2\tclass=\"heading author-meta__heading\"\n\tdata-id=\"0392458a\"\n>\n\tAndrea Andreitchouk<br>Academy Operations Manager<\/h2>\t\t<p class=\"paragraph author-meta__paragraph\" data-id=\"5b2f7089\">\n\t<br><a href=\"tel:+41432888855\">+41 43 288 88 55<\/a><br><br><a href=\"mailto:andrea.andreitchouk@xebia.com\">andrea.andreitchouk@xebia.com<\/a><br><\/p>\t<\/div><a class=\"btn booking__contact\" title=\"Get in touch\" data-id=\"59bf2d60\" href=\"https:\/\/academy.xebia.com\/contact\/\">\n\t\n\t\t\t<span>Get in touch<\/span>\n\t\n\t<\/a>\t<\/div>\n<\/div>\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"53730a68\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-course-stats\" \n\tdata-id=\"41567d04\" \n\taria-hidden=\"1\"\n\t>\n\t\n\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"8da4c4e5\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-columns\" data-id=\"7a7f71b2\">\n\t\n\n<div class=\"block-column\" data-id=\"a8ede606\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"51dc6184\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"ce7643b1\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"a8a2e68a\"\n>\n\tWas wirst Du lernen?<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"95e0261e\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-bullet-list\">\n\t\t\t<p class=\"paragraph block-bullet-list__paragraph\" data-id=\"019e03a4\">\n\tNach der Schulung wirst Du in der Lage sein:<\/p>\t<div class=\"block-bullet-list__columns\">\n\t\t\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"8e8167ef\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"f6ad15a7\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"d0557c4f\">\n\t<p data-pm-slice=\"1 1 []\">mit pandas eine explorative Datenanalyse Deiner Datens\u00e4tze durchf\u00fchren<\/p><\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"f0695103\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"ac66a090\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"609854fc\">\n\t<p data-pm-slice=\"1 1 []\">Modelle f\u00fcr maschinelles Lernen mit scikit-learn trainieren und bewerten<\/p><\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"50802c1c\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"0de85573\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"159e0acf\">\n\teinen geeigneten Algorithmus f\u00fcr maschinelles Lernen und eine geeignete Metrik f\u00fcr Dein Datenproblem ermitteln<\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"4b6af537\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"7ace841f\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"337eb8b3\">\n\t<p data-pm-slice=\"1 1 []\">komplexe Daten f\u00fcr das maschinelle Lernen mithilfe von Techniken wie Skalierung, Kodierung und Imputation aufbereiten<\/p><\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"bce3615f\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"ef869d61\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"bcda1d43\">\n\tbew\u00e4hrte Verfahren f\u00fcr die Datenaufbereitung und die Modellerstellung anwenden<\/p><\/div>\n\n\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"a8169a33\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-columns\" data-id=\"19cb0f6b\">\n\t\n\n<div class=\"block-column\" data-id=\"05355cce\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"bca3a304\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"bdfe784a\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"7ce6acc2\"\n>\n\tProgramm<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div class=\"block-column\" data-id=\"cb8b7f01\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"2cca5993\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div\n\tclass=\"block-accordion js-block-accordion\"\n\tdata-close-adjacent=\"false\"\n>\n\t\t\n\n<div class=\"block-accordion-item js-block-accordion-item\" \n\taria-expanded=\"true\"\n>\n\t<button class=\"block-accordion-item__trigger js-block-accordion-item-trigger\" \n\t\taria-label=\"Tag 1\" \n\t\taria-controls=\"d5668f33\" \n\t\taria-expanded=\"true\" \n\t\tid=\"7c75663c\"\n\t>\n\t\t<h2\tclass=\"heading block-accordion-item__title\"\n\tdata-id=\"221ebdd5\"\n>\n\tTag 1<\/h2>\t\t\n\t\t<span class=\"block-accordion-item__wrap-icon\" aria-hidden=\"true\">\n\t\t\t<i class=\"icon block-accordion-item__icon\" data-id=\"e27586cd\"  aria-hidden=\"true\">\n\t<svg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M13 5.5a1 1 0 1 0-2 0h2Zm-1.707 13.707a1 1 0 0 0 1.414 0l6.364-6.364a1 1 0 0 0-1.414-1.414L12 17.086l-5.657-5.657a1 1 0 0 0-1.414 1.414l6.364 6.364ZM11 5.5v13h2v-13h-2Z' fill='currentColor'\/><\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t<div role=\"region\" class=\"block-accordion-item__panel js-block-accordion-item-panel\" \n\t\taria-hidden=\"false\" \n\t\taria-labelledby=\"7c75663c\" \n\t\tid=\"d5668f33\"\n\t>\n\t\t<div class=\"block-accordion-item__content\">\n\t\t\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"41656ee4\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"4b927040\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"1e09e0c3\">\n\t<strong>Beherrsche die explorative Datenanalyse mit Pandas<\/strong><\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"8fb45846\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-lists\" data-id=\"f9c74c2f\">\n\t<ul\tclass=\"lists block-lists__lists\"\n\tdata-id=\"c50686c5\"\n>\n\t<li>Rufe mit einfachen Schritten aussagekr\u00e4ftige zusammenfassende Statistiken zu Deinen Daten ab<\/li><li>W\u00e4hle Teile Deiner Daten mit<em> loc<\/em> gezielt aus und filtere sie<\/li><li>Rufe erweiterte Statistiken mit <em>\u201eGroup<\/em> by\u201c-Aggregationen ab<\/li><li>Erweitere Deinen Datensatz, indem Du mit <em>\u201eassign\u201c<\/em> neue Spalten erstellst <\/li><li>Strukturiere Deinen Code \u00fcbersichtlich, indem Du Methoden verkettest <\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"744f9b0a\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"7c667d00\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"d387a8e0\">\n\t<strong>Einf\u00fchrung in das maschinelle Lernen<\/strong><\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"9b0d5ed8\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-lists\" data-id=\"16419e88\">\n\t<ul\tclass=\"lists block-lists__lists\"\n\tdata-id=\"c5fcbec3\"\n>\n\t<li>Bestimme die Art der Machine-Learning-Aufgabe (Klassifizierung oder Regression, \u00fcberwacht oder un\u00fcberwacht sowie sonstige)<\/li><li>Verwende scikit-learn, um ein Klassifikationsmodell zu trainieren<\/li><li>Lerne, wie Du die Leistungsf\u00e4higkeit Deines Modells anhand verschiedener Kennzahlen (wie Pr\u00e4zision und Recall, F1, quadratischer Mittelwertfehler, R\u00b2) bewerten kannst<\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"block-accordion-item js-block-accordion-item\" \n\taria-expanded=\"false\"\n>\n\t<button class=\"block-accordion-item__trigger js-block-accordion-item-trigger\" \n\t\taria-label=\"Tag 2\" \n\t\taria-controls=\"3b40147b\" \n\t\taria-expanded=\"false\" \n\t\tid=\"259cae57\"\n\t>\n\t\t<h2\tclass=\"heading block-accordion-item__title\"\n\tdata-id=\"bdf3bded\"\n>\n\tTag 2<\/h2>\t\t\n\t\t<span class=\"block-accordion-item__wrap-icon\" aria-hidden=\"true\">\n\t\t\t<i class=\"icon block-accordion-item__icon\" data-id=\"8b779c8c\"  aria-hidden=\"true\">\n\t<svg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M13 5.5a1 1 0 1 0-2 0h2Zm-1.707 13.707a1 1 0 0 0 1.414 0l6.364-6.364a1 1 0 0 0-1.414-1.414L12 17.086l-5.657-5.657a1 1 0 0 0-1.414 1.414l6.364 6.364ZM11 5.5v13h2v-13h-2Z' fill='currentColor'\/><\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t<div role=\"region\" class=\"block-accordion-item__panel js-block-accordion-item-panel\" \n\t\taria-hidden=\"true\" \n\t\taria-labelledby=\"259cae57\" \n\t\tid=\"3b40147b\"\n\t>\n\t\t<div class=\"block-accordion-item__content\">\n\t\t\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"88585ada\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"df8e73e5\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"a4f63781\">\n\t<strong>Theorie des maschinellen Lernens<\/strong><\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"ec266c05\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-lists\" data-id=\"4b5aa6b7\">\n\t<ul\tclass=\"lists block-lists__lists\"\n\tdata-id=\"77f4144b\"\n>\n\t<li>Unterscheide zwischen verschiedenen Algorithmen des maschinellen Lernens (wie lineare Regression, Entscheidungsbaum, Support-Vektor-Maschine)<\/li><li>Erstelle Modelle, die generalisieren (Unteranpassung und \u00dcberanpassung, Aufteilung in Trainings- und Testdaten, k-fache Kreuzvalidierung)<\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"f75fdef7\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"8d63ab2f\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"aaf01991\">\n\t<strong>Maschinelles Lernen mit Scikit-Learn<\/strong><\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"6f35f4e9\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-lists\" data-id=\"6ffa7433\">\n\t<ul\tclass=\"lists block-lists__lists\"\n\tdata-id=\"8c382396\"\n>\n\t<li>Verwende scikit-learn, um ein Regressionsmodell zu trainieren<\/li><li>Bewerte trainierte Modelle anhand einer Aufteilung in Trainings- und Testdatens\u00e4tze sowie mithilfe von scikit-learn-Metriken. Verwende scikit-learn-Transformatoren f\u00fcr die Kodierung kategorialer Variablen, die Skalierung und die Zuschreibung fehlender Werte <\/li><li>Vorverarbeitung komplexer Daten in scikit-learn mit <em>ColumnTransformer<\/em> und <em>Pipeline<\/em><\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"block-accordion-item js-block-accordion-item\" \n\taria-expanded=\"false\"\n>\n\t<button class=\"block-accordion-item__trigger js-block-accordion-item-trigger\" \n\t\taria-label=\"Tag 3\" \n\t\taria-controls=\"b71bd02f\" \n\t\taria-expanded=\"false\" \n\t\tid=\"52a25740\"\n\t>\n\t\t<h2\tclass=\"heading block-accordion-item__title\"\n\tdata-id=\"c69a64e8\"\n>\n\tTag 3<\/h2>\t\t\n\t\t<span class=\"block-accordion-item__wrap-icon\" aria-hidden=\"true\">\n\t\t\t<i class=\"icon block-accordion-item__icon\" data-id=\"dd0c15db\"  aria-hidden=\"true\">\n\t<svg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M13 5.5a1 1 0 1 0-2 0h2Zm-1.707 13.707a1 1 0 0 0 1.414 0l6.364-6.364a1 1 0 0 0-1.414-1.414L12 17.086l-5.657-5.657a1 1 0 0 0-1.414 1.414l6.364 6.364ZM11 5.5v13h2v-13h-2Z' fill='currentColor'\/><\/svg><\/i>\t\t<\/span>\n\t<\/button>\n\n\t<div role=\"region\" class=\"block-accordion-item__panel js-block-accordion-item-panel\" \n\t\taria-hidden=\"true\" \n\t\taria-labelledby=\"52a25740\" \n\t\tid=\"b71bd02f\"\n\t>\n\t\t<div class=\"block-accordion-item__content\">\n\t\t\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"ca25f7b7\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"712957b2\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"cbe2053e\">\n\t<strong>Maschinelles Lernen mit Scikit-Learn<\/strong><\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"97cf5282\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-lists\" data-id=\"7efc993e\">\n\t<ul\tclass=\"lists block-lists__lists\"\n\tdata-id=\"33213723\"\n>\n\t<li>Optimiere die Vorverarbeitung und die Modell-Hyperparameter mittels Rastersuche<\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"6dc5600a\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"962f8511\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"d734af29\">\n\t<strong>Pr\u00fcfung<\/strong><\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"0a441a40\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-lists\" data-id=\"3691d966\">\n\t<ul\tclass=\"lists block-lists__lists\"\n\tdata-id=\"f5663a51\"\n>\n\t<li>Lernmaterial<\/li><li>AMPG-Pr\u00fcfung \u201eData Science mit Python\u201c<\/li><\/ul><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"1ca22e22\" \n\tdata-bg-on-inner=\"true\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-group\" data-id=\"f4fad1f0\">\n\t<\/div>\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"a4a94a55\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-columns\" data-id=\"a41914e4\">\n\t\n\n<div class=\"block-column\" data-id=\"d0555052\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"3713994d\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"471c9348\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"8f68c2f4\"\n>\n\tDiese Schulung ist genau das Richtige f\u00fcr Dich, wenn:<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"f45b37f5\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-bullet-list\">\n\t\t\t\t<div class=\"block-bullet-list__columns\">\n\t\t\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"ea8344f2\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"3856d35c\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"a8726af2\">\n\t<p data-pm-slice=\"1 1 [\"bulletList\",null,\"listItem\",null]\">Du \u00fcber grundlegende Erfahrungen mit Python (oder einer anderen Programmiersprache) verf\u00fcgst<\/p><\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"74dabf9b\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"20af1e70\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"42f8e449\">\n\tDu eine Zertifizierung im Bereich Data Science erwerben m\u00f6chtest<\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"1b1249b7\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"a6b25cd8\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"7f0334c7\">\n\tDu bei Deinen Data-Science-Projekten bew\u00e4hrte Verfahren anwenden m\u00f6chtest<\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"a46bc755\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"ae12b2d4\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"e9917e87\">\n\tDu besser mit Deinen Kollegen aus dem Bereich Data Science kommunizieren und zusammenarbeiten m\u00f6chtest<\/p><\/div>\n\n\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div class=\"block-column\" data-id=\"ea389702\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"20cde8cf\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"012abb86\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"726d01e5\"\n>\n\tDiese Schulung ist nicht das Richtige f\u00fcr Dich, wenn:<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"dcead0dd\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-bullet-list\">\n\t\t\t\t<div class=\"block-bullet-list__columns\">\n\t\t\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"fc182c4c\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"303abdf3\"  aria-hidden=\"true\">\n\t<svg width='20' height='20' viewBox='0 0 20 20' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M15 5L5.00103 14.999' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><path d='M15 14.998L5.00103 4.99907' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"17cdfa8a\">\n\t<p data-pm-slice=\"1 1 [\"bulletList\",null,\"listItem\",null]\">Du noch nie mit Python oder einer anderen Programmiersprache gearbeitet hast (sehen Sie sich stattdessen unseren Kurs <a href=\"https:\/\/academy.xebia.com\/training\/python-for-data-analysis\/\">\u201ePython f\u00fcr die Datenanalyse\u201c<\/a> an)<\/p><\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"b9c1dbd6\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"7d616a54\"  aria-hidden=\"true\">\n\t<svg width='20' height='20' viewBox='0 0 20 20' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M15 5L5.00103 14.999' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><path d='M15 14.998L5.00103 4.99907' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"2944c297\">\n\t<p data-pm-slice=\"1 1 [\"bulletList\",null,\"listItem\",null]\">Du bereits ein erfahrener Data Scientist bist und m\u00f6chtest Deine F\u00e4higkeiten weiter ausbauen (sehen Sie sich stattdessen unsere Fortbildung <a href=\"https:\/\/academy.xebia.com\/training\/advanced-data-science-with-python\/\">\u201eAdvanced Data Science\u201c<\/a> und andere Spezialthemen an)<\/p><\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"350b620f\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"95ea9c69\"  aria-hidden=\"true\">\n\t<svg width='20' height='20' viewBox='0 0 20 20' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M15 5L5.00103 14.999' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><path d='M15 14.998L5.00103 4.99907' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"be5f48d1\">\n\tDu glaubst, Data Science sei nur ein Hype und biete keinen Mehrwert (schauen Sie sich stattdessen unsere Schulung <a href=\"https:\/\/academy.xebia.com\/training\/certified-analytics-translation\/\">\u201eAnalytics Translation\u201c<\/a> an).<\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"2c45dc39\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"e121bdf2\"  aria-hidden=\"true\">\n\t<svg width='20' height='20' viewBox='0 0 20 20' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M15 5L5.00103 14.999' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><path d='M15 14.998L5.00103 4.99907' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"5615a0a6\">\n\tDu Dich nicht f\u00fcr praktische Anwendungen, sondern nur f\u00fcr die Mathematik hinter den Algorithmen interessierst<\/p><\/div>\n\n\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"6a84ed80\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"74056845\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"39b706ab\"\n>\n\tWarum sollte ich <br\/>an dieser Schulung teilnehmen?<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"98e8662d\" \n\tdata-bg-on-inner=\"true\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-columns\" data-id=\"95e33b0e\">\n\t\n\n<div class=\"block-column\" data-id=\"d973e2ea\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"635567fc\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-icon\">\n\t<i class=\"icon block-icon__icon\" data-id=\"23efdc05\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"9fb32069\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"41ebf86f\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"1396c923\"\n>\n\t<strong>Tauche mit Python in die Welt der Datenwissenschaft und des maschinellen Lernens ein.<\/strong><\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div class=\"block-column\" data-id=\"41e6e8e0\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"1bca42b4\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-icon\">\n\t<i class=\"icon block-icon__icon\" data-id=\"a3c9f9d6\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"dea9c9da\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"fdfd7324\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"fc76874a\"\n>\n\t<strong><strong>Der Kurs verbindet Theorie und Praxis auf perfekte Weise und bietet somit einen hervorragenden Einstieg in das Fachgebiet.  <\/strong><\/strong><\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div class=\"block-column\" data-id=\"f71fe0df\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"1b78aeaa\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-icon\">\n\t<i class=\"icon block-icon__icon\" data-id=\"bcb041c0\"  aria-hidden=\"true\">\n\t<svg xmlns='http:\/\/www.w3.org\/2000\/svg' width='16' height='16' fill='currentColor' viewBox='0 0 16 16'><path d='M10.97 4.97a.75.75 0 0 1 1.07 1.05l-3.99 4.99a.75.75 0 0 1-1.08.02L4.324 8.384a.75.75 0 1 1 1.06-1.06l2.094 2.093 3.473-4.425a.267.267 0 0 1 .02-.022z'\/><\/svg><\/i><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"6d3dfe25\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"cdaef257\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"d064b5cc\"\n>\n\t<strong>Erhalte bew\u00e4hrte Verfahren f\u00fcr die Datenaufbereitung und die Modellerstellung.<\/strong><\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"4adde3b8\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-heading\" data-id=\"949098de\">\n\t<h2\tclass=\"heading block-heading__heading\"\n\tdata-id=\"344f139c\"\n>\n\tWas sollte ich sonst noch <br\/>wissen?<\/h2><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"e700494a\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-columns\" data-id=\"f387fe40\">\n\t\n\n<div class=\"block-column\" data-id=\"e98f3f22\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"deea4b7f\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"f129ff8a\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"91c3e0b6\">\n\tNach der Anmeldung zu dieser Schulung erh\u00e4lst Du eine Best\u00e4tigungs-E-Mail mit praktischen Informationen. Eine Woche vor der Schulung werden wir Dich nach eventuellen Ern\u00e4hrungsbed\u00fcrfnissen fragen und Dir Informationsmaterial zukommen lassen, falls Du Dich vorbereiten musst. <\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"987da12d\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-paragraph\" data-id=\"31b7f7db\">\n\t<p class=\"paragraph block-paragraph__paragraph\" data-id=\"e6825733\">\n\tBis bald!<\/p><\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n\n\n<div class=\"block-column\" data-id=\"aaf249bd\">\n\t\n\n<div \n\tclass=\"wrapper wrapper--simple\" \n\tdata-id=\"8bb1ba35\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div class=\"block-bullet-list\">\n\t\t\t<p class=\"paragraph block-bullet-list__paragraph\" data-id=\"98b0c3e7\">\n\tInformationen zum Kurs<\/p>\t<div class=\"block-bullet-list__columns\">\n\t\t\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"de549a71\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"2edc9248\"  aria-hidden=\"true\">\n\t<svg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M11.25 11.25C11.4489 11.25 11.6397 11.329 11.7803 11.4697C11.921 11.6103 12 11.8011 12 12V15.75C12 15.9489 12.079 16.1397 12.2197 16.2803C12.3603 16.421 12.5511 16.5 12.75 16.5' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><path d='M11.625 9C12.2463 9 12.75 8.49632 12.75 7.875C12.75 7.25368 12.2463 6.75 11.625 6.75C11.0037 6.75 10.5 7.25368 10.5 7.875C10.5 8.49632 11.0037 9 11.625 9Z' fill='currentColor'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"076b73eb\">\n\tF\u00fcr diese Schulung ben\u00f6tigst Du einen Laptop, auf dem Du Programme installieren kannst. <\/p><\/div>\n\n\n\n<div class=\"block-bullet-item js-block-bullet-item\" data-id=\"f2445f87\">\n\t<i class=\"icon block-bullet-item__icon\" data-id=\"b7fed851\"  aria-hidden=\"true\">\n\t<svg width='24' height='24' viewBox='0 0 24 24' fill='none' xmlns='http:\/\/www.w3.org\/2000\/svg'><path d='M11.25 11.25C11.4489 11.25 11.6397 11.329 11.7803 11.4697C11.921 11.6103 12 11.8011 12 12V15.75C12 15.9489 12.079 16.1397 12.2197 16.2803C12.3603 16.421 12.5511 16.5 12.75 16.5' stroke='currentColor' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'\/><path d='M11.625 9C12.2463 9 12.75 8.49632 12.75 7.875C12.75 7.25368 12.2463 6.75 11.625 6.75C11.0037 6.75 10.5 7.25368 10.5 7.875C10.5 8.49632 11.0037 9 11.625 9Z' fill='currentColor'\/><\/svg><\/i><p class=\"paragraph block-bullet-item__paragraph\" data-id=\"6230e19a\">\n\tAlle Lehr- und Kursunterlagen sind im Preis inbegriffen.  <\/p><\/div>\n\n\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n\n<div \n\tclass=\"wrapper\" \n\tdata-id=\"2f3576ec\" \n\tdata-bg-on-inner=\"false\" \n\t>\n\t\t\n\t\t\t<div class=\"wrapper__inner\">\n\t\t\t\n<div\n\tdata-id=\"8e3e2f2c\"\n\tclass=\"block-course-list js-block-course-list js-block-course-list-8e3e2f2c\"\n\t>\n\t<h2\tclass=\"heading block-course-list__heading\"\n\tdata-id=\"82c9da00\"\n>\n\tAuch f\u00fcr Dich interessant<\/h2><a class=\"btn block-course-list__btn\" title=\"Alle Kurse anzeigen\" data-id=\"4af4e609\" href=\"https:\/\/academy.xebia.com\/training\/\" target=\"_blank\" rel=\"\" noopener>\n\t\n\t\t\t<span>Alle Kurse anzeigen<\/span>\n\t\n\t<\/a>\n\t<div class=\"block-course-list__slider-wrapper\">\n\t\t<div class=\"block-course-list__slider\">\n\t\t\t<div\n\t\t\t\tclass=\"block-course-list__swiper js-block-course-list-swiper swiper\"\n\t\t\t\tdata-allow-keyboard-controls=\"1\"\n\t\t\t>\n\t\t\t\t<div class=\"swiper-wrapper block-course-list__swiper-wrapper\">\n\t\t\t\t\t<div class=\"course-list-item swiper-slide js-tippy-container-isolated\" data-id=\"641afcf2\">\n\t<a class=\"btn course-list-item__btn course-list-item__heading-link\" title=\"IREB CPRE Advanced \u2013 Elicitation\" data-id=\"55a990cb\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/ireb-cpre-advanced-elicitation\/\">\n\t\n\t\t\t<span>IREB CPRE Advanced \u2013 Elicitation<\/span>\n\t\n\t<\/a><p class=\"paragraph course-list-item__paragraph\" data-id=\"f84a6ad7\">\n\tVerbessere Deine RE-Kenntnisse in diesem dreit\u00e4gigen IREB-Kurs. Du lernst Techniken f\u00fcr Stakeholder-Interviews, Workshops und die Ermittlung von Anforderungen kennen. \n\n<\/p>\t\t\n\t<div class=\"course-list-item__details-row\">\n\t\t\t\t\t<div class=\"course-list-item__date\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<a class=\"btn course-list-item__btn\" title=\"View training\" data-id=\"803f4118\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/ireb-cpre-advanced-elicitation\/\">\n\t\n\t\t\t<span>View training<\/span>\n\t\n\t<\/a>\t<\/div>\n\n<\/div><div class=\"course-list-item swiper-slide js-tippy-container-isolated\" data-id=\"edbc4ec3\">\n\t<a class=\"btn course-list-item__btn course-list-item__heading-link\" title=\"Digitales Produktdesign\" data-id=\"6b5ded4f\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/digital-product-design\/\">\n\t\n\t\t\t<span>Digitales Produktdesign<\/span>\n\t\n\t<\/a><p class=\"paragraph course-list-item__paragraph\" data-id=\"65bbe981\">\n\tEntwickle bessere digitale Produkte, indem Du lernst, wie man nutzerorientierte L\u00f6sungen konzipiert, Ideen entwickelt, Prototypen erstellt und validiert. Ein praxisorientierter zweit\u00e4giger Workshop. \n\n<\/p>\t\t\n\t<div class=\"course-list-item__details-row\">\n\t\t\t\t\t<div class=\"course-list-item__date\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<a class=\"btn course-list-item__btn\" title=\"View training\" data-id=\"d0f512f6\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/digital-product-design\/\">\n\t\n\t\t\t<span>View training<\/span>\n\t\n\t<\/a>\t<\/div>\n\n<\/div><div class=\"course-list-item swiper-slide js-tippy-container-isolated\" data-id=\"8511445b\">\n\t<a class=\"btn course-list-item__btn course-list-item__heading-link\" title=\"IREB CPRE Advanced \u2013 RE@Agile\" data-id=\"05e356b0\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/ireb-cpre-fortgeschrittene-reagile\/\">\n\t\n\t\t\t<span>IREB CPRE Advanced \u2013 RE@Agile<\/span>\n\t\n\t<\/a><p class=\"paragraph course-list-item__paragraph\" data-id=\"3e547a05\">\n\tLernen Sie, Requirements Engineering in agilen Umgebungen anzuwenden. Bereiten Sie sich in diesem praxisorientierten dreit\u00e4gigen Kurs auf die IREB CPRE Advanced RE@Agile-Zertifizierung vor. \n\n<\/p>\t\t\n\t<div class=\"course-list-item__details-row\">\n\t\t\t\t\t<div class=\"course-list-item__date\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<a class=\"btn course-list-item__btn\" title=\"View training\" data-id=\"c5a4f7b8\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/ireb-cpre-fortgeschrittene-reagile\/\">\n\t\n\t\t\t<span>View training<\/span>\n\t\n\t<\/a>\t<\/div>\n\n<\/div><div class=\"course-list-item swiper-slide js-tippy-container-isolated\" data-id=\"8b2b8ea4\">\n\t<a class=\"btn course-list-item__btn course-list-item__heading-link\" title=\"IREB CPRE Foundation Level\" data-id=\"1b7a13e5\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/ireb-cpre-foundation-level\/\">\n\t\n\t\t\t<span>IREB CPRE Foundation Level<\/span>\n\t\n\t<\/a><p class=\"paragraph course-list-item__paragraph\" data-id=\"ca28003c\">\n\tLerne, Anforderungen sicher zu erfassen, zu dokumentieren und zu verwalten. Dieser dreit\u00e4gige Kurs bereitet Dich auf die IREB CPRE Foundation-Zertifizierung vor. \n\n<\/p>\t\t\n\t<div class=\"course-list-item__details-row\">\n\t\t\t\t\t<div class=\"course-list-item__date\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<a class=\"btn course-list-item__btn\" title=\"View training\" data-id=\"b2c9867c\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/ireb-cpre-foundation-level\/\">\n\t\n\t\t\t<span>View training<\/span>\n\t\n\t<\/a>\t<\/div>\n\n<\/div><div class=\"course-list-item swiper-slide js-tippy-container-isolated\" data-id=\"58886c4e\">\n\t<a class=\"btn course-list-item__btn course-list-item__heading-link\" title=\"IREB CPRE RE@Agile Primer\" data-id=\"3194e805\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/ireb-cpre-reagile-primer\/\">\n\t\n\t\t\t<span>IREB CPRE RE@Agile Primer<\/span>\n\t\n\t<\/a><p class=\"paragraph course-list-item__paragraph\" data-id=\"208f4c98\">\n\tErfahre, wie Du in agilen Umgebungen mit Anforderungen arbeitest. Diese eint\u00e4gige Einf\u00fchrung bereitet Dich auf die Zertifizierung \u201eIREB RE@Agile Primer\u201c vor. \n\n<\/p>\t\t\n\t<div class=\"course-list-item__details-row\">\n\t\t\t\t\t<div class=\"course-list-item__date\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<a class=\"btn course-list-item__btn\" title=\"View training\" data-id=\"8b1f04f2\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/ireb-cpre-reagile-primer\/\">\n\t\n\t\t\t<span>View training<\/span>\n\t\n\t<\/a>\t<\/div>\n\n<\/div><div class=\"course-list-item swiper-slide js-tippy-container-isolated\" data-id=\"9d45aaa2\">\n\t<h2\tclass=\"heading course-list-item__heading\"\n\tdata-id=\"f0bf2476\"\n>\n\tDu kannst den gesuchten Kurs nicht finden? Es gibt noch mehr! \n<\/h2>\t\t\n\t<div class=\"course-list-item__details-row\">\n\t\t\t\t\t<div class=\"course-list-item__date\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<a class=\"btn course-list-item__btn\" title=\"View all courses\" data-id=\"e53f2794\" href=\"https:\/\/academy.xebia.com\/ch\/de\/training\/\">\n\t\n\t\t\t<span>View all courses<\/span>\n\t\n\t<\/a>\t<\/div>\n\n<\/div>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"block-course-list__controls swiper-pagination\"><\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Du weisst, wie man grundlegende Datenanalysen mit Python durchf\u00fchrt, m\u00f6chtest aber mehr \u00fcber maschinelles Lernen erfahren? In diesem dreit\u00e4gigen Data Science Deep Dive lernst Du, wie Du das Potenzial von Python f\u00fcr die Datenanalyse und das maschinelle Lernen erschliessen kannst.  <\/p>\n","protected":false},"author":18,"featured_media":0,"template":"","tags":[89],"class_list":["post-2616","course","type-course","status-publish","hentry","tag-datenwissenschaft"],"acf":{"field_BrokersfeedIntroduction":"","field_BrokersfeedDescription":"","field_BrokersfeedFormat":"","field_BrokersfeedSubjects":"","field_BrokersfeedTakeaways":"","field_BrokersfeedTargetAudience":"","field_BrokersfeedPrerequisites":"","field_BrokersfeedCertificationValue":"","field_BrokersfeedNextSteps":"","field_BrokersfeedBanner":null,"course_xebia_event_ids":"","course_xebia_event_group_id":"","course_xebia_discipline":null,"course_xebia_sorting_order":5},"raw_content":null,"_links":{"self":[{"href":"https:\/\/academy.xebia.com\/ch\/de\/wp-json\/wp\/v2\/courses\/2616","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/academy.xebia.com\/ch\/de\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/academy.xebia.com\/ch\/de\/wp-json\/wp\/v2\/types\/course"}],"author":[{"embeddable":true,"href":"https:\/\/academy.xebia.com\/ch\/de\/wp-json\/wp\/v2\/users\/18"}],"version-history":[{"count":4,"href":"https:\/\/academy.xebia.com\/ch\/de\/wp-json\/wp\/v2\/courses\/2616\/revisions"}],"predecessor-version":[{"id":3387,"href":"https:\/\/academy.xebia.com\/ch\/de\/wp-json\/wp\/v2\/courses\/2616\/revisions\/3387"}],"wp:attachment":[{"href":"https:\/\/academy.xebia.com\/ch\/de\/wp-json\/wp\/v2\/media?parent=2616"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/academy.xebia.com\/ch\/de\/wp-json\/wp\/v2\/tags?post=2616"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}