{"id":14763,"date":"2023-07-12T11:06:07","date_gmt":"2023-07-12T04:06:07","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=14763"},"modified":"2023-08-11T11:43:09","modified_gmt":"2023-08-11T04:43:09","slug":"deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/","title":{"rendered":"What benefits does Deep Learning bring to businesses?"},"content":{"rendered":"<p style=\"text-align: justify;\"><i><span style=\"font-weight: 400;\"><strong>Deep learning<\/strong> l\u00e0 m\u1ed9t ch\u1ee9c n\u0103ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI, c\u00f3 th\u1ec3 coi l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c nh\u1ecf c\u1ee7a Machine Learning (H\u1ecdc m\u00e1y). \u0110\u00e2y l\u00e0 l\u0129nh v\u1ef1c m\u00e0 c\u00e1c m\u00e1y t\u00ednh s\u1ebd tham gia v\u00e0o m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o v\u00e0 c\u1ea3i thi\u1ec7n ch\u00ednh b\u1ea3n th\u00e2n n\u00f3 th\u00f4ng qua c\u00e1c thu\u1eadt to\u00e1n.<\/span><\/i><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Giai_nghia_%E2%80%9CDeep_Learning%E2%80%9D\" >\u201cDeep Learning\u201d Interpretation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Can_su_dung_%E2%80%9CDeep_Learning%E2%80%9D_khi_nao\" >When to use \u201cDeep Learning\u201d?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Cac_thong_tin_chinh_trong_thuat_toan_Deep_learning\" >The main information in the Deep learning algorithm<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Loi_the_khi_su_dung_Deep_learning_so_voi_phuong_phap_machine_learning_truyen_thong\" >Advantages of using Deep learning compared to traditional machine learning methods<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Tu_dong_hoa_cac_tinh_nang\" >Automate features<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Tuong_thich_tot_voi_kieu_du_lieu_phi_cau_truc\" >Good compatibility with unstructured data types<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Toi_uu_chi_phi\" >Cost optimization<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Phan_tich_nang_cao\" >Advanced Analytics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Kha_nang_mo_rong\" >Extensibility<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Tinh_ung_dung_cua_Deep_Learning\" >Application of Deep Learning\u00a0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Nganh_cong_nghe_cao\" >High-tech industry<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Nganh_nong_nghiep\" >Agriculture industry<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Nganh_dien_tu\" >Electronics<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/deep-learning-mang-den-tac-dung-gi-cho-doanh-nghiep\/#Ket_luan\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Giai_nghia_%E2%80%9CDeep_Learning%E2%80%9D\"><\/span><b>\u201cDeep Learning\u201d Interpretation<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Deep Learning is a subset of machine learning, which is essentially a neural network with three or more layers. These neural networks attempt to simulate the behavior of the human brain allowing deep learning to &quot;learn&quot; from large amounts of data. While a neural network with one layer can still make approximate predictions, additional hidden layers can help optimize and refine for accuracy.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Deep Learning leverages a variety of artificial intelligence (AI) applications and services that improve automation, performing analytical and physical tasks without human intervention.<\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Can_su_dung_%E2%80%9CDeep_Learning%E2%80%9D_khi_nao\"><\/span><b>When to use \u201cDeep Learning\u201d?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Businesses can use deep learning in many different scenarios, but the most common ones include:<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Big data analytics: <\/b><span style=\"font-weight: 400;\">Deep learning can help businesses understand and analyze big data from a variety of sources. In advertising, for example, deep learning can help analyze user data and generate predictions about their preferences and behavior.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Image and video recognition: <\/b><span style=\"font-weight: 400;\">Deep learning can help businesses recognize images and videos automatically. For example, in the security field, deep learning can detect and identify suspicious objects in surveillance video.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Natural language processing:<\/b><span style=\"font-weight: 400;\"> Deep learning can help businesses process natural language automatically. For example, in the field of translation, deep learning can translate texts into other languages accurately and automatically.<\/span><\/li>\n<li aria-level=\"1\"><b>Augmented reality: <\/b><span style=\"font-weight: 400;\">Deep learning is a method of combining real and virtual information to create a new experience for users. In deep learning, augmented reality is used to create interactive images, video or audio between the real world and the virtual world. Deep learning is used to process and analyze information from images or videos collected from real-life environments. This information is then used to create virtual objects or additional information that is displayed directly in the actual environment through devices such as mobile phones, AR glasses or tablets.<\/span><\/li>\n<\/ul>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Cac_thong_tin_chinh_trong_thuat_toan_Deep_learning\"><\/span><b>The main information in the Deep learning algorithm<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">There are several gist in deep learning algorithms:<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Neural Networks: <\/b><span style=\"font-weight: 400;\">Deep learning uses artificial neural networks to create a complex information processing system. Neural networks are structured into many layers, with each layer consisting of many neuronal units. The neurons in the later layers receive information from the neurons of the previous layer to perform the learning process.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Deep Learning (Deep Learning): <\/b><span style=\"font-weight: 400;\">The main idea of deep learning is to use many hidden layers in neural networks to increase information processing capacity and achieve higher performance. Each hidden layer in a deep learning neural network learns more complex and abstract components.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Unsupervised Learning:<\/b><span style=\"font-weight: 400;\"> Deep learning can also use unsupervised learning to learn hidden features and structures in data without labels. This method helps deep learning algorithms automatically discover and learn from data without human intervention.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Optimization through backpropagation: <\/b><span style=\"font-weight: 400;\">Deep learning often uses an optimization method called backpropagation to adjust the weights of the neural network based on the error of the output relative to the desired result. This process happens in reverse from the output layer to the input layer and uses methods such as derivative and gradient descent to optimize the neural network.<\/span><\/li>\n<\/ul>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Loi_the_khi_su_dung_Deep_learning_so_voi_phuong_phap_machine_learning_truyen_thong\"><\/span><b>Advantages of using Deep learning compared to traditional machine learning methods<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Tu_dong_hoa_cac_tinh_nang\"><\/span><span style=\"font-weight: 400;\">Automate features<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">One of the advantages of using deep learning is the ability to automate features, specifically deep learning algorithms can generate new features from a limited number of features right in the training data without having to worry about it. need human intervention.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">That means deep learning can perform complex tasks with high technical requirements with extensive features. For businesses, the advantage of automating deep learning features enables faster, more stable, and accurate technology or application deployment.<\/span><\/p>\n<figure id=\"attachment_14764\" aria-describedby=\"caption-attachment-14764\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-14764\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/07\/Anh-chup-Man-hinh-2023-07-11-luc-16.37.05.png\" alt=\"Difference between Machine Learning and Deep Learning\" width=\"800\" height=\"427\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/07\/Anh-chup-Man-hinh-2023-07-11-luc-16.37.05.png 1636w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/07\/Anh-chup-Man-hinh-2023-07-11-luc-16.37.05-768x410.png 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/07\/Anh-chup-Man-hinh-2023-07-11-luc-16.37.05-1536x821.png 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2023\/07\/Anh-chup-Man-hinh-2023-07-11-luc-16.37.05-18x10.png 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-14764\" class=\"wp-caption-text\"><em>Difference between Machine Learning and Deep Learning<\/em><\/figcaption><\/figure>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Tuong_thich_tot_voi_kieu_du_lieu_phi_cau_truc\"><\/span><span style=\"font-weight: 400;\">Good compatibility with unstructured data types<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">The biggest advantage of deep learning is its ability to work well with unstructured data. This is especially relevant when much of today&#039;s business data is unstructured. Image, text, and voice are arguably the most common data formats used by businesses.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Unlike deep learning, classical machine learning algorithms are limited in their ability to analyze unstructured data, which means that this amount of information is not often mined. However, deep learning will have the biggest impact on unstructured data.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Training deep learning networks with unstructured data and proper labeling will help businesses optimize everything from sales to marketing to finance.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Toi_uu_chi_phi\"><\/span><span style=\"font-weight: 400;\">Cost optimization<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Although training deep learning models can be expensive, but if properly trained, deep learning will help businesses optimize unnecessary spending. In industries like manufacturing, consulting or even retail, the cost of an incorrect prediction or product defect is enormous. It is usually larger than the cost of training a deep learning model.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Deep learning algorithms can generate variation between learning features to reduce the error rate significantly across disciplines. This is especially true when you compare the limitations of classical machine learning models with deep learning algorithms.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Phan_tich_nang_cao\"><\/span><span style=\"font-weight: 400;\">Advanced Analytics<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Deep learning, when applied to data, can produce better and more efficient processing models. Monitorable deep learning helps drive continuous improvement, resulting in high accuracy and results. It also provides data scientists with more concise and reliable analysis results.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">This technology powers most of today&#039;s predictive software with applications ranging from marketing to sales, human resources, finance, etc. Same as sales automation and marketing intelligence also uses algorithms. deep learning algorithms to make predictions based on historical data.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Kha_nang_mo_rong\"><\/span><span style=\"font-weight: 400;\">Extensibility<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Deep learning is highly scalable due to its ability to process large amounts of data and perform many calculations that give the best results, optimizing cost and time. This directly affects productivity, modularity, and portability.<\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Tinh_ung_dung_cua_Deep_Learning\"><\/span><b>Application of Deep Learning\u00a0<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Deep Learning has high applicability in life, specifically:\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Nganh_cong_nghe_cao\"><\/span><span style=\"font-weight: 400;\">High-tech industry<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">The outstanding application of Deep Learning that cannot be ignored is the construction of Robots. Currently, human-like versions of robots with the ability to sense and react to the environment are gradually being born.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Robots can now cooperate with human activities and they can perform specific tasks to their strengths. Robots are replacing humans in performing more difficult jobs. This is a great invention thanks to the application of Deep Learning.\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Nganh_nong_nghiep\"><\/span><span style=\"font-weight: 400;\">Agriculture industry<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Now, thanks to Deep Learning, farmers can deploy devices that can distinguish weeds from crops. From there, the herbicide spraying machines can selectively spray on the weeds to ensure that the crops are not affected.\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Nganh_dien_tu\"><\/span><span style=\"font-weight: 400;\">Electronics<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Deep Learning is applied to faceless recognition work in electronic devices such as phones, software such as facebook, messenger, etc. In addition, Deep Learning is also used in translation and automatic speech that websites google translate is in use.\u00a0<\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><b>Conclusion<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">To use <strong>Deep Learning<\/strong> It takes a lot of data and computational resources to give the best accuracy, so this optimization requires the modeler to have a deep understanding and experience. It can be seen that Deep Learning has high applicability in life, maximum human support, this is a modern technology that is applied to many practical problems of machines and the overall fields of artificial intelligence. create. A technological solution that disrupts the way humans work by enhancing the capabilities of all machines to closely resemble humans.<\/span><\/p>\n<p style=\"text-align: right;\"><strong>Source: Gimasys<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Deep learning l\u00e0 m\u1ed9t ch\u1ee9c n\u0103ng c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI, c\u00f3 th\u1ec3 coi l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c nh\u1ecf c\u1ee7a Machine Learning (H\u1ecdc m\u00e1y). \u0110\u00e2y l\u00e0 l\u0129nh v\u1ef1c m\u00e0 c\u00e1c m\u00e1y t\u00ednh s\u1ebd tham gia v\u00e0o m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh&hellip;<\/p>","protected":false},"author":2,"featured_media":14766,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-14763","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/14763","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/comments?post=14763"}],"version-history":[{"count":0,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/14763\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/14766"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=14763"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=14763"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=14763"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}