{"id":163625,"date":"2023-05-10T10:22:55","date_gmt":"2023-05-10T15:22:55","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/05\/14-popular-ai-algorithms-and-their-uses"},"modified":"2023-05-10T10:22:55","modified_gmt":"2023-05-10T15:22:55","slug":"14-popular-ai-algorithms-and-their-uses","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/05\/14-popular-ai-algorithms-and-their-uses","title":{"rendered":"14 popular AI algorithms and their uses"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/14-popular-ai-algorithms-and-their-uses2.jpg\"><\/a><\/p>\n<p>Amid all the hype and hysteria about ChatGPT, Bard, and other <a href=\"https:\/\/www.infoworld.com\/article\/3689973\/what-is-generative-ai-the-evolution-of-artificial-intelligence.html\">generative large language models (LLMs)<\/a>, it\u2019s worth taking a step back to look at the gamut of AI algorithms and their uses. After all, many \u201ctraditional\u201d machine learning algorithms have been solving important problems for decades\u2014and they\u2019re still going strong. Why should LLMs get all the attention?<\/p>\n<p>Before we dive in, recall that <a href=\"https:\/\/www.infoworld.com\/article\/3214424\/what-is-machine-learning-software-derived-from-data.html\">machine learning<\/a> is a class of methods for automatically creating predictive models from data. Machine learning algorithms are the engines of machine learning, meaning it is the algorithms that turn a data set into a model. Which kind of algorithm works best (supervised, unsupervised, classification, regression, etc.) depends on the kind of problem you\u2019re solving, the computing resources available, and the nature of the data.<\/p>\n<p>In the next section, I\u2019ll briefly survey the different kinds of machine learning and the different kinds of machine learning models. Then I\u2019ll discuss 14 of the most commonly used machine learning and deep learning algorithms, and explain how those algorithms relate to the creation of models for prediction, classification, image processing, language processing, game-playing and robotics, and generative AI.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Amid all the hype and hysteria about ChatGPT, Bard, and other generative large language models (LLMs), it\u2019s worth taking a step back to look at the gamut of AI algorithms and their uses. After all, many \u201ctraditional\u201d machine learning algorithms have been solving important problems for decades\u2014and they\u2019re still going strong. Why should LLMs get [\u2026]<\/p>\n","protected":false},"author":599,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,6],"tags":[],"class_list":["post-163625","post","type-post","status-publish","format-standard","hentry","category-information-science","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/163625","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/599"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=163625"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/163625\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=163625"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=163625"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=163625"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}