{"id":201685,"date":"2024-12-15T14:27:03","date_gmt":"2024-12-15T20:27:03","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/12\/the-math-behind-neural-networks"},"modified":"2024-12-15T14:27:03","modified_gmt":"2024-12-15T20:27:03","slug":"the-math-behind-neural-networks","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/12\/the-math-behind-neural-networks","title":{"rendered":"The Math Behind Neural Networks"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/the-math-behind-neural-networks2.jpg\"><\/a><\/p>\n<p>Neural networks are at the core of artificial intelligence (AI), fueling a variety of applications from spotting objects in photos to translating languages. In this article, we\u2019ll dive into what neural networks are, how they work, and why they\u2019re a big deal in our technology-driven world today.<\/p>\n<p><strong class=\"\">Index<\/strong> <strong class=\"\">\u00b7 <\/strong><a class=\"\" href=\"https:\/\/towardsdatascience.com\/the-math-behind-neural-networks-a34a51b93873#2200\" rel=\"noopener ugc nofollow\"><strong class=\"\">1: Understanding the Basics<\/strong><\/a> \u2218 <a class=\"\" href=\"https:\/\/towardsdatascience.com\/the-math-behind-neural-networks-a34a51b93873#2077\" rel=\"noopener ugc nofollow\">1.1: What are Neural Networks?<\/a> \u2218 <a class=\"\" href=\"https:\/\/towardsdatascience.com\/the-math-behind-neural-networks-a34a51b93873#f8c6\" rel=\"noopener ugc nofollow\">1.2: Types of Neural Networks<\/a><\/p>\n<p><strong class=\"\">\u00b7 <\/strong><a class=\"\" href=\"https:\/\/towardsdatascience.com\/the-math-behind-neural-networks-a34a51b93873#1208\" rel=\"noopener ugc nofollow\"><strong class=\"\">2: The Architecture of Neural Networks<\/strong><\/a> \u2218 <a class=\"\" href=\"https:\/\/towardsdatascience.com\/the-math-behind-neural-networks-a34a51b93873#b18e\" rel=\"noopener ugc nofollow\">2.1: The Structure of a Neuron<\/a> \u2218 <a class=\"\" href=\"https:\/\/towardsdatascience.com\/the-math-behind-neural-networks-a34a51b93873#ab12\" rel=\"noopener ugc nofollow\">2.2: Layers<\/a> \u2218 <a class=\"\" href=\"https:\/\/towardsdatascience.com\/the-math-behind-neural-networks-a34a51b93873#69b9\" rel=\"noopener ugc nofollow\">2.3: The Role of Layers in Learning<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Neural networks are at the core of artificial intelligence (AI), fueling a variety of applications from spotting objects in photos to translating languages. In this article, we\u2019ll dive into what neural networks are, how they work, and why they\u2019re a big deal in our technology-driven world today. Index \u00b7 1: Understanding the Basics \u2218 1.1: [\u2026]<\/p>\n","protected":false},"author":599,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2229,6],"tags":[],"class_list":["post-201685","post","type-post","status-publish","format-standard","hentry","category-mathematics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/201685","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=201685"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/201685\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=201685"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=201685"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=201685"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}