{"id":3976,"date":"2024-03-13T07:45:16","date_gmt":"2024-03-13T07:45:16","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/what-is-the-purpose-of-the-sequential-model-in-keras\/"},"modified":"2025-07-30T23:38:55","modified_gmt":"2025-07-30T23:38:55","slug":"what-is-the-purpose-of-the-sequential-model-in-keras","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/what-is-the-purpose-of-the-sequential-model-in-keras\/","title":{"rendered":"Keras Sequential Model: Purpose &#038; Use"},"content":{"rendered":"<p>The Sequential model in Keras is a simple way to build deep learning models. It is a linear stack of layers, where different deep learning layers are stacked one after the other in order to construct a neural network model. The Sequential model is suitable for simple linear stacking structures, such as fully connected neural networks or convolutional neural networks. With the Sequential model, one can quickly and easily build deep learning models, as well as train and make predictions.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Sequential model in Keras is a simple way to build deep learning models. It is a linear stack of layers, where different deep learning layers are stacked one after the other in order to construct a neural network model. The Sequential model is suitable for simple linear stacking structures, such as fully connected neural [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[960,3021,75,944,959],"class_list":["post-3976","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-deep-learning","tag-keras-sequential-model","tag-machine-learning","tag-neural-networks","tag-tensorflow"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Keras Sequential Model: Purpose &amp; Use - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"Learn the purpose of Keras Sequential model: a simple linear stack of layers for building deep learning models quickly. Ideal for beginners.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/blog\/what-is-the-purpose-of-the-sequential-model-in-keras\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Keras Sequential Model: Purpose &amp; Use\" \/>\n<meta property=\"og:description\" content=\"Learn the purpose of Keras Sequential model: a simple linear stack of layers for building deep learning models quickly. 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