{"id":342559,"date":"2024-10-07T19:37:38","date_gmt":"2024-10-07T17:37:38","guid":{"rendered":"https:\/\/sauldie.org\/de\/linear-regression-in-ai-anwendungsbeispiele-datenanalyse\/"},"modified":"2024-10-07T19:37:38","modified_gmt":"2024-10-07T17:37:38","slug":"linear-regression-in-ai-application-examples-data-analysis","status":"publish","type":"post","link":"https:\/\/risawave.org\/en\/linear-regression-in-ai-anwendungsbeispiele-datenanalyse\/","title":{"rendered":"Linear Regression in AI (Glossary)"},"content":{"rendered":"<p>Linear Regression in AI is an important term from the fields of Artificial Intelligence, Big Data and Smart Data, as well as Digital Transformation. It is a simple method for recognising correlations and trends from a lot of data. Specifically, Linear Regression attempts to describe the relationship between a cause and an effect \u2013 for example: How do advertising expenditure influence the sales of an online shop?<\/p>\n<p>Imagine you run a digital business and want to know how the number of your online advertisements affects your monthly revenue. Using Linear Regression in AI, a computer program can calculate a \u201eregression line\u201c from existing sales figures and advertising expenditure. This line shows how much revenue increases when you spend more money on advertising.<\/p>\n<p>Linear regression in AI is therefore a tool that enables data-driven decisions. It helps companies to optimise processes, create forecasts or recognise hidden trends. Precisely because it is simple, quick and understandable, it often forms the starting point for larger artificial intelligence projects \u2013 and is therefore one of the fundamentals of modern data analysis.<\/p>","protected":false},"excerpt":{"rendered":"<p>Linear Regression in AI ist ein wichtiger Begriff aus den Bereichen K\u00fcnstliche Intelligenz, Big Data und Smart Data sowie Digitale Transformation. Dabei handelt es sich um eine einfache Methode, um aus vielen Daten Zusammenh\u00e4nge und Trends zu erkennen. Konkret versucht Linear Regression, den Zusammenhang zwischen einer Ursache und einer Auswirkung zu beschreiben \u2013 zum Beispiel: &#8230; <a title=\"Linear Regression in AI (Glossary)\" class=\"read-more\" href=\"https:\/\/risawave.org\/en\/linear-regression-in-ai-anwendungsbeispiele-datenanalyse\/\" aria-label=\"Read more about Linear Regression in AI (Glossar)\">Read more<\/a><\/p>","protected":false},"author":2,"featured_media":342558,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ef_editorial_meta_date_first-draft-date":"","_ef_editorial_meta_paragraph_assignment":"","_ef_editorial_meta_checkbox_needs-photo":"","_ef_editorial_meta_number_word-count":"","footnotes":""},"categories":[26,27,28,1274,20],"tags":[247,69,1270,1271,1272],"class_list":["post-342559","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-automatisierung","category-big-data-smart-data","category-digitale-transformation","category-kuenstliche-intelligenz-glossar","category-kiroi-blog","tag-3ddruck","tag-innovationdurchachtsamkeit","tag-kostenersparnis","tag-lieferkette","tag-wertschoepfung","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-25"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Linear Regression in AI<\/title>\n<meta name=\"description\" content=\"Entdecken Sie, wie Linear Regression in AI datenbasierte Entscheidungen erm\u00f6glicht. 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