{"id":5646297,"date":"2022-07-10T08:58:01","date_gmt":"2022-07-10T12:58:01","guid":{"rendered":"https:\/\/lightning.ai\/pages\/?p=5646297"},"modified":"2022-07-22T09:03:30","modified_gmt":"2022-07-22T13:03:30","slug":"recurrent-neural-networks","status":"publish","type":"post","link":"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/","title":{"rendered":"Recurrent Neural Networks (RNNs)"},"content":{"rendered":"<h2>A StatQuest Tutorial<\/h2>\n<p>When you don&#8217;t always have the same amount of data, like when translating different sentences from one language to another, or making stock market predictions from different companies, <strong>Recurrent Neural Networks<\/strong> come to the rescue. In this StatQuest, we&#8217;ll show you how Recurrent Neural Networks work, one step at a time, and then we&#8217;ll show you their critical flaw that will lead us to understanding Long Short-Term Memory Networks.<\/p>\n<p>KA-BAM!<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/AsNTP8Kwu80\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A StatQuest Tutorial When you don&#8217;t always have the same amount of data, like when translating different sentences from one language to another, or making stock market predictions from different companies, Recurrent Neural Networks come to the rescue. In this StatQuest, we&#8217;ll show you how Recurrent Neural Networks work, one step at a time, and<a class=\"excerpt-read-more\" href=\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/\" title=\"ReadRecurrent Neural Networks (RNNs)\">&#8230; Read more &raquo;<\/a><\/p>\n","protected":false},"author":16,"featured_media":5646298,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[41],"tags":[59,60,58],"glossary":[],"acf":{"hide_from_archive":null,"content_type":null,"code_embed":null,"code_shortcode":null,"custom_styles":null,"sticky":null,"additional_authors":null,"mathjax":null,"default_editor":null,"sections":null,"show_table_of_contents":null,"table_of_contents":null,"tabs":null,"tab_group":null},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Recurrent Neural Networks (RNNs) - Lightning AI<\/title>\n<meta name=\"description\" content=\"Wondering what Recurrent Neural Networks (RNNs) do? Watch Josh Starmer&#039;s latest StatQuest video to get a clear explanation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Recurrent Neural Networks (RNNs) - Lightning AI\" \/>\n<meta property=\"og:description\" content=\"Wondering what Recurrent Neural Networks (RNNs) do? Watch Josh Starmer&#039;s latest StatQuest video to get a clear explanation.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/\" \/>\n<meta property=\"og:site_name\" content=\"Lightning AI\" \/>\n<meta property=\"article:published_time\" content=\"2022-07-10T12:58:01+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-07-22T13:03:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/lightningaidev.wpengine.com\/wp-content\/uploads\/2022\/07\/statquest-lightning-blog.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1280\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"JP Hennessy\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@LightningAI\" \/>\n<meta name=\"twitter:site\" content=\"@LightningAI\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"JP Hennessy\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/\"},\"author\":{\"name\":\"JP Hennessy\",\"@id\":\"https:\/\/lightning.ai\/pages\/#\/schema\/person\/2518f4d5541f8e98016f6289169141a6\"},\"headline\":\"Recurrent Neural Networks (RNNs)\",\"datePublished\":\"2022-07-10T12:58:01+00:00\",\"dateModified\":\"2022-07-22T13:03:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/\"},\"wordCount\":80,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/lightning.ai\/pages\/#organization\"},\"image\":{\"@id\":\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/lightningaidev.wpengine.com\/wp-content\/uploads\/2022\/07\/statquest-lightning-blog.jpg\",\"keywords\":[\"recurrent neural networks\",\"RNN\",\"statquest\"],\"articleSection\":[\"Tutorials\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/\",\"url\":\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/\",\"name\":\"Recurrent Neural Networks (RNNs) - Lightning AI\",\"isPartOf\":{\"@id\":\"https:\/\/lightning.ai\/pages\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/lightning.ai\/pages\/community\/tutorial\/recurrent-neural-networks\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/lightningaidev.wpengine.com\/wp-content\/uploads\/2022\/07\/statquest-lightning-blog.jpg\",\"datePublished\":\"2022-07-10T12:58:01+00:00\",\"dateModified\":\"2022-07-22T13:03:30+00:00\",\"description\":\"Wondering what Recurrent Neural Networks (RNNs) do? 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