{"id":7362,"date":"2026-03-04T12:08:58","date_gmt":"2026-03-04T12:08:58","guid":{"rendered":"https:\/\/educaedtech.foundation\/moocs\/aprendizaje-supervisado-en-ml\/"},"modified":"2026-03-04T12:08:58","modified_gmt":"2026-03-04T12:08:58","slug":"supervised-learning-in-machine-learning","status":"publish","type":"mooc_course","link":"https:\/\/educaedtech.foundation\/en\/moocs\/aprendizaje-supervisado-en-ml\/","title":{"rendered":"Supervised Learning in ML"},"content":{"rendered":"<p>The course <strong>Supervised Learning in ML<\/strong> it's yours <strong>a gateway to the world of artificial intelligence and machine learning<\/strong>. In an era where <strong>Data is the new oil<\/strong>, the <strong>ability to derive value from them<\/strong> is in high demand. This course will provide you with a <strong>a sound understanding of the fundamentals of supervised learning<\/strong>, showing you how to <strong>distinguish between classification and regression<\/strong>, and to <strong>evaluate models using key metrics<\/strong>. You\u2019ll learn how to <strong>prepare data effectively<\/strong>, dominating <strong>cleaning techniques and dimensionality reduction<\/strong>, ensuring that you can <strong>to turn raw data into valuable information<\/strong>. You\u2019ll also explore from <strong>basic models<\/strong> such as the <strong>linear regression<\/strong> and the <strong>decision trees<\/strong>, up to <strong>advanced models<\/strong> such as <strong>SVM<\/strong> y <strong>assembly methods<\/strong>, developing <strong>key skills<\/strong> to tackle <strong>complex problems<\/strong>. With a <strong>online approach<\/strong>, this course offers you <strong>flexibility to learn at your own pace<\/strong>, getting ready for a <strong>a labour market that is constantly growing and evolving<\/strong>.<\/p>","protected":false},"excerpt":{"rendered":"<p>The \u2018Supervised Learning in ML\u2019 course is aimed at professionals and graduates in the technology and science sectors who wish to gain a deeper understanding of supervised learning. It is ideal for those seeking to understand everything from the fundamentals to advanced techniques such as SVM, bagging and boosting, thereby improving their ability to prepare data and build and evaluate machine learning models.<\/p>","protected":false},"featured_media":0,"template":"","mooc_category":[112,132,37],"class_list":["post-7362","mooc_course","type-mooc_course","status-publish","hentry","mooc_category-area-52","mooc_category-academy-3869","mooc_category-group-transversal"],"acf":[],"_links":{"self":[{"href":"https:\/\/educaedtech.foundation\/en\/wp-json\/wp\/v2\/mooc_course\/7362","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/educaedtech.foundation\/en\/wp-json\/wp\/v2\/mooc_course"}],"about":[{"href":"https:\/\/educaedtech.foundation\/en\/wp-json\/wp\/v2\/types\/mooc_course"}],"wp:attachment":[{"href":"https:\/\/educaedtech.foundation\/en\/wp-json\/wp\/v2\/media?parent=7362"}],"wp:term":[{"taxonomy":"mooc_category","embeddable":true,"href":"https:\/\/educaedtech.foundation\/en\/wp-json\/wp\/v2\/mooc_category?post=7362"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}