{"id":100601,"date":"2020-01-08T11:04:05","date_gmt":"2020-01-08T19:04:05","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2020\/01\/deep-learning-vs-machine-learning-understand-the-differences"},"modified":"2020-01-08T11:04:05","modified_gmt":"2020-01-08T19:04:05","slug":"deep-learning-vs-machine-learning-understand-the-differences","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2020\/01\/deep-learning-vs-machine-learning-understand-the-differences","title":{"rendered":"Deep learning vs. machine learning: Understand the differences"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/deep-learning-vs-machine-learning-understand-the-differences2.jpg\"><\/a><\/p>\n<p><a href=\"https:\/\/www.infoworld.com\/article\/3214424\/what-is-machine-learning-intelligence-derived-from-data.html\">Machine learning<\/a> and <a href=\"https:\/\/www.infoworld.com\/article\/3397142\/what-is-deep-learning-algorithms-that-mimic-the-human-brain.html\">deep learning<\/a> are both forms of <a href=\"https:\/\/www.infoworld.com\/article\/3339561\/ai-machine-learning-and-deep-learning-everything-you-need-to-know.html\">artificial intelligence<\/a>. You can also say, correctly, that deep learning is a specific kind of machine learning. Both machine learning and deep learning start with training and test data and a model and go through an optimization process to find the weights that make the model best fit the data. Both can handle numeric (regression) and non-numeric (classification) problems, although there are several application areas, such as object recognition and language translation, where deep learning models tend to produce better fits than machine learning models.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine learning and deep learning are both forms of artificial intelligence. You can also say, correctly, that deep learning is a specific kind of machine learning. Both machine learning and deep learning start with training and test data and a model and go through an optimization process to find the weights that make the model [\u2026]<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-100601","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/100601","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\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=100601"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/100601\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=100601"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=100601"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=100601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}