{"id":5142,"date":"2023-10-05T07:33:31","date_gmt":"2023-10-05T07:33:31","guid":{"rendered":"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/"},"modified":"2023-10-05T07:33:31","modified_gmt":"2023-10-05T07:33:31","slug":"tutorials-zum-maschinellen-lernen","status":"publish","type":"page","link":"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/","title":{"rendered":"Tutorials zum maschinellen lernen"},"content":{"rendered":"

Auf dieser Seite sind alle auf Statorials verf\u00fcgbaren Tutorials zum maschinellen Lernen aufgef\u00fchrt.<\/span><\/p>\n

Einf\u00fchrung in maschinelles Lernen<\/strong><\/span>
\u00dcberwachtes oder unbeaufsichtigtes Lernen<\/a>
Regressions- und Klassifizierungsalgorithmen<\/a>
Der Bias-Varianz-Kompromiss<\/a><\/strong><\/p>\n

Lineare Regression<\/strong><\/span>
Einfache lineare Regression<\/a><\/strong> ( R<\/a> , Python<\/a> )
<\/span> Multiple lineare Regression<\/a><\/strong> ( R<\/a> , Python<\/a> )
<\/span><\/p>\n

Einstufung<\/strong><\/span>
Logistische Regression<\/a><\/strong> (R, Python<\/a> )<\/span>
Lineare Diskriminanzanalyse<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span>
Quadratische Diskriminanzanalyse<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span><\/p>\n

So beurteilen Sie die Angemessenheit des Modells<\/strong><\/span>
Was ist \u00dcberanpassung?<\/a>
Leave-One-Out-Kreuzvalidierung<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span>
K-Fold-Kreuzvalidierung<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span><\/p>\n

Modellauswahl
<\/span> Beste Teilmengenauswahl<\/a>
Schrittweise Auswahl<\/a><\/strong> ( R<\/a> )<\/span><\/p>\n

Regulierung<\/strong><\/span>
Ridge-Regression<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span>
Lasso-Regression<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span><\/p>\n

Dimensionsreduzierung
<\/span> Hauptkomponentenregression<\/a><\/strong> (R<\/a> , Python<\/a> )<\/span>
Partielle kleinste Quadrate<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span><\/p>\n

Erweiterte Regressionsmodelle<\/span>
Polynomielle Regression<\/a><\/strong> ( R<\/a> , Python<\/a> )<\/span>
Multivariate adaptive Regressionssplines<\/a><\/strong> ( R<\/a> , Python)<\/span><\/p>\n

Baumbasierte Methoden<\/strong><\/span>
Klassifizierungs- und Regressionsb\u00e4ume<\/a><\/strong> ( R<\/a> )<\/span>
Absacken<\/a><\/strong> ( R<\/a> )<\/span>
Zuf\u00e4llige W\u00e4lder<\/a><\/strong> ( R<\/a> )<\/span>
Boosten<\/a><\/strong> ( R<\/a> )<\/span><\/p>\n

Unbeaufsichtigtes Lernen<\/strong><\/span>
Hauptkomponentenanalyse in R<\/a>
K-Means-Clustering in R<\/a>
K-Medoide h\u00e4ufen sich in R<\/a>
<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

Auf dieser Seite sind alle auf Statorials verf\u00fcgbaren Tutorials zum maschinellen Lernen aufgef\u00fchrt. Einf\u00fchrung in maschinelles Lernen \u00dcberwachtes oder unbeaufsichtigtes Lernen Regressions- und Klassifizierungsalgorithmen Der Bias-Varianz-Kompromiss Lineare Regression Einfache lineare Regression ( R , Python ) Multiple lineare Regression ( R , Python ) Einstufung Logistische Regression (R, Python ) Lineare Diskriminanzanalyse ( R , […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"yoast_head":"\nTutorials zum maschinellen Lernen<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tutorials zum maschinellen Lernen\" \/>\n<meta property=\"og:description\" content=\"Auf dieser Seite sind alle auf Statorials verf\u00fcgbaren Tutorials zum maschinellen Lernen aufgef\u00fchrt. Einf\u00fchrung in maschinelles Lernen \u00dcberwachtes oder unbeaufsichtigtes Lernen Regressions- und Klassifizierungsalgorithmen Der Bias-Varianz-Kompromiss Lineare Regression Einfache lineare Regression ( R , Python ) Multiple lineare Regression ( R , Python ) Einstufung Logistische Regression (R, Python ) Lineare Diskriminanzanalyse ( R , […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 Minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/\",\"url\":\"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/\",\"name\":\"Tutorials zum maschinellen Lernen\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/de\/#website\"},\"datePublished\":\"2023-10-05T07:33:31+00:00\",\"dateModified\":\"2023-10-05T07:33:31+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/#breadcrumb\"},\"inLanguage\":\"de-DE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Heim\",\"item\":\"https:\/\/statorials.org\/de\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Tutorials zum maschinellen lernen\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/de\/#website\",\"url\":\"https:\/\/statorials.org\/de\/\",\"name\":\"Statorials\",\"description\":\"Ihr Leitfaden f\u00fcr statistische Kompetenz !\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/de\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"de-DE\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Tutorials zum maschinellen Lernen","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:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/","og_locale":"de_DE","og_type":"article","og_title":"Tutorials zum maschinellen Lernen","og_description":"Auf dieser Seite sind alle auf Statorials verf\u00fcgbaren Tutorials zum maschinellen Lernen aufgef\u00fchrt. Einf\u00fchrung in maschinelles Lernen \u00dcberwachtes oder unbeaufsichtigtes Lernen Regressions- und Klassifizierungsalgorithmen Der Bias-Varianz-Kompromiss Lineare Regression Einfache lineare Regression ( R , Python ) Multiple lineare Regression ( R , Python ) Einstufung Logistische Regression (R, Python ) Lineare Diskriminanzanalyse ( R , […]","og_url":"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/","og_site_name":"Statorials","twitter_card":"summary_large_image","twitter_misc":{"Gesch\u00e4tzte Lesezeit":"1 Minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/","url":"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/","name":"Tutorials zum maschinellen Lernen","isPartOf":{"@id":"https:\/\/statorials.org\/de\/#website"},"datePublished":"2023-10-05T07:33:31+00:00","dateModified":"2023-10-05T07:33:31+00:00","breadcrumb":{"@id":"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/#breadcrumb"},"inLanguage":"de-DE","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/de\/tutorials-zum-maschinellen-lernen\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Heim","item":"https:\/\/statorials.org\/de\/"},{"@type":"ListItem","position":2,"name":"Tutorials zum maschinellen lernen"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/de\/#website","url":"https:\/\/statorials.org\/de\/","name":"Statorials","description":"Ihr Leitfaden f\u00fcr statistische Kompetenz !","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/de\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"de-DE"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/pages\/5142"}],"collection":[{"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/comments?post=5142"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/pages\/5142\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/media?parent=5142"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}