{"id":37580,"date":"2026-03-30T08:44:13","date_gmt":"2026-03-30T08:44:13","guid":{"rendered":"https:\/\/smartdev.com\/?post_type=glossary&#038;p=37580"},"modified":"2026-03-31T08:26:07","modified_gmt":"2026-03-31T08:26:07","slug":"machine-learning","status":"publish","type":"glossary","link":"https:\/\/smartdev.com\/de\/glossary-machine-learning\/","title":{"rendered":"Maschinelles Lernen"},"content":{"rendered":"<div id=\"fws_69d625f277151\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<h3 data-start=\"123\" data-end=\"133\"><span class=\"ez-toc-section\" id=\"TLDR\"><\/span><strong data-start=\"123\" data-end=\"133\">Kurz zusammengefasst<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-start=\"134\" data-end=\"565\">\n<li data-start=\"134\" data-end=\"282\"><strong data-start=\"136\" data-end=\"161\">Maschinelles Lernen (ML)<\/strong> is a branch of AI that allows systems to learn from data and make predictions or decisions without explicit programming.<\/li>\n<li data-start=\"283\" data-end=\"423\">It helps businesses by automating tasks, enhancing decision-making, and predicting trends, improving efficiency and customer satisfaction.<\/li>\n<li data-start=\"424\" data-end=\"565\">ML works through algorithms that &#8220;learn&#8221; from data over time, with common types being supervised, unsupervised, and reinforcement learning.<\/li>\n<\/ul>\n<h3 style=\"text-align: justify;\" aria-level=\"2\"><span class=\"ez-toc-section\" id=\"What_is_Machine_Learning\"><\/span><b><span data-contrast=\"none\">What is Machine Learning?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_69d625f2773cd\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n\t<div class=\"wpb_video_widget wpb_content_element vc_clearfix   vc_video-aspect-ratio-916 vc_video-el-width-30 vc_video-align-center\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t\n\t\t\t<div class=\"wpb_video_wrapper\"><iframe title=\"Explore Machine Learning in Just 40 Seconds\" width=\"174\" height=\"309\" data-src=\"https:\/\/www.youtube.com\/embed\/MXrgpn8ks18?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" data-load-mode=\"1\"><\/iframe><\/div>\n\t\t<\/div>\n\t<\/div>\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_69d625f277a52\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone flex_gap_desktop_10px\"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n<div class=\"wpb_text_column wpb_content_element\" >\n\t<p><span data-contrast=\"auto\">Machine Learning (ML) is a branch of Artificial Intelligence (AI) that focuses on building systems that can learn from data,\u00a0identify\u00a0patterns, and make decisions with minimal human intervention. Unlike traditional programming where a set of rules is explicitly written, machine learning algorithms improve their performance as they are exposed to more data.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">There are three primary types of machine learning:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol>\n<li><b><span data-contrast=\"auto\">\u00dcberwachtes Lernen<\/span><\/b><span data-contrast=\"auto\">: <\/span><span data-contrast=\"auto\">This is the most\u00a0common form\u00a0of ML. The algorithm learns from labeled\u00a0data and tries to predict the output for new, unseen data. Examples include classification and regression tasks.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Un\u00fcberwachtes Lernen<\/span><\/b><span data-contrast=\"auto\">: In\u00a0this type, the algorithm works with unlabeled data and tries to find hidden patterns or structures in the data. Common techniques include clustering and association.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li style=\"text-align: left;\"><b><span data-contrast=\"auto\">Best\u00e4rkendes Lernen<\/span><\/b><span data-contrast=\"auto\">: This type involves training models through trial and error. The system learns by interacting with its environment and receiving feedback through rewards or penalties.\u00a0It&#8217;s\u00a0widely used in robotics and game-playing AI, like AlphaGo.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"Why_It_Matters_for_Businesses\"><\/span><b><span data-contrast=\"none\">Why It Matters for Businesses?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-contrast=\"auto\">Machine learning is no longer just a buzzword\u2014it&#8217;s\u00a0a crucial technology that can drive innovation and streamline processes for businesses. Here&#8217;s why ML is important for organizations today:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ol>\n<li><b><span data-contrast=\"auto\">Datengest\u00fctzte Entscheidungsfindung<\/span><\/b><span data-contrast=\"auto\">: Machine learning enables businesses to make data-driven decisions by uncovering insights from vast amounts of data. This can lead to smarter strategies, more effective marketing, and better customer experiences.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Automation of Repetitive Tasks<\/span><\/b><span data-contrast=\"auto\">: Many businesses use ML to automate repetitive tasks that would traditionally require human intervention. This can save time and resources, allowing employees to focus on more complex and value-adding activities.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Pr\u00e4diktive Analysen<\/span><\/b><span data-contrast=\"auto\">: Machine learning algorithms are powerful tools for predicting future trends based on historical data. Businesses can forecast customer behavior, market demand, and even\u00a0identify\u00a0potential risks before they become\u00a0major issues.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<li><b><span data-contrast=\"auto\">Verbessertes Kundenerlebnis<\/span><\/b><span data-contrast=\"auto\">: From recommendation systems (like those on Netflix or Amazon) to personalized marketing campaigns, machine learning plays\u00a0a major role\u00a0in improving customer satisfaction by providing tailored experiences.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ol>\n<h3 aria-level=\"3\"><span class=\"ez-toc-section\" id=\"Who_is_Behind_Machine_Learning\"><\/span><b><span data-contrast=\"none\">Who is Behind Machine Learning?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-contrast=\"auto\">The development of machine learning has been driven by leading figures in the fields of computer science and statistics. Some of the prominent names include:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Geoffrey Hinton<\/span><\/b><span data-contrast=\"auto\">: Often referred to as the &#8220;father of deep learning,&#8221; Hinton\u2019s work\u00a0laid\u00a0the foundation for much of today\u2019s neural networks.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Yann LeCun<\/span><\/b><span data-contrast=\"auto\">: A key figure in the development of convolutional networks, LeCun\u2019s work is crucial to image recognition.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Andrew Ng<\/span><\/b><span data-contrast=\"auto\">: Co-founder of Google Brain and Coursera, Ng has contributed significantly to making machine learning accessible to a wider audience.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3 aria-level=\"3\"><span class=\"ez-toc-section\" id=\"How_Does_Machine_Learning_Work\"><\/span><b><span data-contrast=\"none\">How Does Machine Learning Work?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-contrast=\"auto\">Machine learning works by feeding\u00a0algorithms\u00a0large amounts\u00a0of data and allowing them to learn from that data. For example, in supervised learning, the algorithm learns by comparing its predictions to known outputs (labels) and adjusting to minimize errors. In unsupervised learning, the system tries to detect patterns without labeled data. With reinforcement learning, an agent learns by interacting with the environment and receiving rewards or penalties.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Over time, as more data is provided, the model &#8220;learns&#8221; better, making more accurate predictions or decisions.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><span class=\"ez-toc-section\" id=\"When_Did_Machine_Learning_Start_Gaining_Traction\"><\/span><b><span data-contrast=\"none\">When Did Machine Learning Start Gaining Traction?<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span data-contrast=\"auto\">Machine learning has its roots in the 1950s and 60s, but its widespread application only started to gain traction in the early 2000s. With the advent of powerful computational hardware, large datasets, and advances in algorithms, ML became more practical and accessible. Companies like Google, Amazon, and Netflix have been using machine learning for years, but only in the past decade has it become a cornerstone for many industries.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><span class=\"ez-toc-section\" id=\"Other_Related_Terms\"><\/span><b><span data-contrast=\"none\">Other Related Terms<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:299,&quot;335559739&quot;:299}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h4 aria-level=\"3\"><b><span data-contrast=\"none\">1. AI (Artificial Intelligence)<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h4>\n<p><span data-contrast=\"auto\">While Machine Learning is a subset of AI, the two terms are often used interchangeably. However, AI refers to the broader concept of machines being able to carry out tasks that would normally require human intelligence. Machine learning is a method that allows AI to learn from data.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h4 aria-level=\"3\"><b><span data-contrast=\"none\">2. Deep Learning<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h4>\n<p><span data-contrast=\"auto\">Deep Learning is a subset of machine learning that deals with neural networks having many layers (hence &#8220;deep&#8221;). These models excel at handling\u00a0large amounts\u00a0of data and are particularly good at tasks like image and speech recognition. Deep learning is what powers many advanced applications of AI, such as self-driving cars and facial recognition systems.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<h4 aria-level=\"3\"><b><span data-contrast=\"none\">3. Data Science<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h4>\n<p><span data-contrast=\"auto\">Data Science is an interdisciplinary field that combines statistical techniques, algorithms, and domain\u00a0expertise\u00a0to extract insights from data. Machine Learning is an essential part of data science, as it provides\u00a0the algorithms\u00a0and tools needed to analyze large datasets and create predictive models.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<\/div>\n\n\n\n\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>","protected":false},"excerpt":{"rendered":"TL;DR Machine Learning (ML) is a branch of AI that allows systems to learn from...","protected":false},"author":38,"featured_media":37518,"comment_status":"open","ping_status":"closed","template":"","glossary-category":[230,229,228],"class_list":{"0":"post-37580","1":"glossary","2":"type-glossary","3":"status-publish","4":"has-post-thumbnail","6":"glossary-category-ai-adoption","7":"glossary-category-glossary","8":"glossary-category-technology"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine Learning | SmartDev<\/title>\n<meta name=\"description\" content=\"Machine Learning (ML) is a branch of Artificial Intelligence (AI) that focuses on building systems that learn from data,\u00a0identify\u00a0patterns.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/smartdev.com\/de\/glossary-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine Learning | SmartDev\" \/>\n<meta property=\"og:description\" content=\"Machine Learning (ML) is a branch of Artificial Intelligence (AI) that focuses on building systems that learn from data,\u00a0identify\u00a0patterns.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/smartdev.com\/de\/glossary-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"SmartDev\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.youtube.com\/@smartdevllc\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-31T08:26:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/smartdev.com\/wp-content\/uploads\/2026\/03\/military-it-professional-gathers-intelligence-from-world-map-projection-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1440\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@smartdevllc\" \/>\n<meta name=\"twitter:label1\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data1\" content=\"4\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-machine-learning\\\/\",\"url\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-machine-learning\\\/\",\"name\":\"Machine Learning | SmartDev\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-machine-learning\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-machine-learning\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/smartdev.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/military-it-professional-gathers-intelligence-from-world-map-projection-scaled.jpg\",\"datePublished\":\"2026-03-30T08:44:13+00:00\",\"dateModified\":\"2026-03-31T08:26:07+00:00\",\"description\":\"Machine Learning (ML) is a branch of Artificial Intelligence (AI) that focuses on building systems that learn from data,\u00a0identify\u00a0patterns.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-machine-learning\\\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-machine-learning\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/smartdev.com\\\/de\\\/glossary-machine-learning\\\/#primaryimage\",\"url\":\"https:\\\/\\\/smartdev.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/military-it-professional-gathers-intelligence-from-world-map-projection-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/smartdev.com\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/military-it-professional-gathers-intelligence-from-world-map-projection-scaled.jpg\",\"width\":2560,\"height\":1440,\"caption\":\"Military IT professional gathers intelligence from world map projection, tablet connected to satellite reconnaissance system to support field troops. 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