{"id":18703,"date":"2024-05-03T13:51:06","date_gmt":"2024-05-03T06:51:06","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=18703"},"modified":"2024-05-03T13:51:06","modified_gmt":"2024-05-03T06:51:06","slug":"tung-buoc-kham-pha-du-lieu-cua-doanh-nghiep","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/kienthuc\/tung-buoc-kham-pha-du-lieu-cua-doanh-nghiep\/","title":{"rendered":"T\u1eebng b\u01b0\u1edbc kh\u00e1m ph\u00e1 d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p><em><span style=\"font-weight: 400;\">Vi\u1ec7c chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c nh\u1eadn bi\u1ebft c\u00e1ch x\u1eed l\u00fd nh\u1eefng g\u00ec ch\u00fang ta bi\u1ebft v\u00e0 nh\u1eefng g\u00ec ch\u00fang ta kh\u00f4ng bi\u1ebft v\u1ec1 m\u1ed9t t\u1eadp h\u1ee3p d\u1eef li\u1ec7u. Hay n\u00f3i m\u1ed9t c\u00e1ch kh\u00e1c, ch\u00fang ta c\u00f3 th\u1ec3 v\u00ed von th\u00e0nh 2 lo\u1ea1i: \u201cd\u1eef li\u1ec7u\u201d v\u00e0 \u201cd\u1eef li\u1ec7u ng\u1ea7m&#8221;. M\u1ee5c ti\u00eau c\u1ee7a vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u cho b\u1ea5t k\u1ef3 doanh nghi\u1ec7p n\u00e0o ch\u00ednh l\u00e0 vi\u1ec7c hi\u1ec3u &#8211; khai th\u00e1c &#8211; s\u1eed d\u1ee5ng d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch c\u00f3 hi\u1ec7u qu\u1ea3.<\/span><\/em><\/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\/tung-buoc-kham-pha-du-lieu-cua-doanh-nghiep\/#Thu_thap_du_lieu_tu_nhieu_nguon_khac_nhau\" >Thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau<\/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\/tung-buoc-kham-pha-du-lieu-cua-doanh-nghiep\/#Su_dung_cac_cong_cu_va_ky_thuat_du_lieu_de_sang_loc_nham_chuan_bi_du_lieu_tot_hon\" >S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt d\u1eef li\u1ec7u \u0111\u1ec3 s\u00e0ng l\u1ecdc nh\u1eb1m chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u t\u1ed1t h\u01a1n<\/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\/tung-buoc-kham-pha-du-lieu-cua-doanh-nghiep\/#Xay_dung_mo_hinh_du_lieu_linh_hoat_va_co_the_thich_ung\" >X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u linh ho\u1ea1t v\u00e0 c\u00f3 th\u1ec3 th\u00edch \u1ee9ng<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Thu_thap_du_lieu_tu_nhieu_nguon_khac_nhau\"><\/span><b>Thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Ngay c\u1ea3 khi b\u1ea1n c\u00f3 nhi\u1ec1u n\u0103m d\u1eef li\u1ec7u v\u1ec1 ngu\u1ed3n kh\u00e1ch h\u00e0ng c\u1ee7a ri\u00eang c\u00f4ng ty qua c\u00e1c m\u00f4 h\u00ecnh tr\u01b0\u1edfng th\u00e0nh \u0111\u1ec3 duy tr\u00ec \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a d\u1eef li\u1ec7u, th\u00ec kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n c\u1ee7a b\u1ea1n trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh ph\u1ea1m vi c\u01a1 h\u1ed9i kinh doanh v\u1eabn c\u00f3 th\u1ec3 g\u1eb7p tr\u1edf ng\u1ea1i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u00ec th\u1ebf, vi\u1ec7c \u0111\u1ea7u ti\u00ean ch\u00ednh nh\u1ea5t: <\/span><b>thu th\u1eadp d\u1eef li\u1ec7u (t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau)<\/b><span style=\"font-weight: 400;\"> gi\u00fap b\u1ea1n c\u00f3 \u0111\u01b0\u1ee3c b\u1ee9c tranh to\u00e0n c\u1ea3nh h\u01a1n v\u1ec1 t\u00ecnh h\u00ecnh th\u1ef1c t\u1ebf v\u00e0 c\u00f3 th\u1ec3 \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c h\u01a1n.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1ed9t s\u1ed1 ngu\u1ed3n d\u1eef li\u1ec7u ti\u1ec1m n\u0103ng bao g\u1ed3m: d\u1eef li\u1ec7u n\u1ed9i b\u1ed9, d\u1eef li\u1ec7u b\u00ean ngo\u00e0i, d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac v\u00e0 d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Su_dung_cac_cong_cu_va_ky_thuat_du_lieu_de_sang_loc_nham_chuan_bi_du_lieu_tot_hon\"><\/span><b>S\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt d\u1eef li\u1ec7u \u0111\u1ec3 s\u00e0ng l\u1ecdc nh\u1eb1m chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u t\u1ed1t h\u01a1n<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">M\u1ed9t y\u1ebfu t\u1ed1 kh\u00e1c ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng l\u00e0 hi\u1ec3u bi\u1ebft v\u1ec1 d\u1eef li\u1ec7u. B\u1ea1n hi\u1ec3u r\u00f5 nh\u01b0 th\u1ebf n\u00e0o v\u1ec1 d\u1eef li\u1ec7u doanh nghi\u1ec7p hi\u1ec7n c\u00f3 hay ngay c\u1ea3 b\u1ea1n c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 ra th\u00eam m\u1ed9t lo\u1ea1i d\u1eef li\u1ec7u m\u1edbi: d\u1eef li\u1ec7u ng\u1ea7m m\u00e0 b\u1ea5y l\u00e2u nay ch\u00fang ta ch\u01b0a th\u1ea5y \u0111\u01b0\u1ee3c? Ng\u01b0\u1eddi d\u00f9ng doanh nghi\u1ec7p c\u1ee7a b\u1ea1n hi\u1ec3u bi\u1ebft v\u1ec1 d\u1eef li\u1ec7u nh\u01b0 th\u1ebf n\u00e0o? Ng\u01b0\u1eddi d\u00f9ng d\u1eef li\u1ec7u v\u00e0 h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0a ra m\u1ed9t l\u0103ng k\u00ednh kh\u00e1c \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 b\u00e1o c\u00e1o, \u0111\u1ed3ng th\u1eddi vi\u1ec7c \u0111\u00e0o t\u1ea1o h\u1ecd v\u1ec1 k\u1ef9 n\u0103ng d\u1eef li\u1ec7u c\u00f3 th\u1ec3 mang l\u1ea1i l\u1ee3i t\u1ee9c \u0111\u00e1ng k\u1ec3.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 v\u00e0 k\u1ef9 thu\u1eadt ph\u1ed5 bi\u1ebfn bao g\u1ed3m: lo\u1ea1i b\u1ecf gi\u00e1 tr\u1ecb ngo\u1ea1i l\u1ec7, x\u1eed l\u00fd gi\u00e1 tr\u1ecb thi\u1ebfu, chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u v\u00e0 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Xay_dung_mo_hinh_du_lieu_linh_hoat_va_co_the_thich_ung\"><\/span><b>X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1eef li\u1ec7u linh ho\u1ea1t v\u00e0 c\u00f3 th\u1ec3 th\u00edch \u1ee9ng<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">M\u00f4 h\u00ecnh d\u1eef li\u1ec7u c\u1ea7n c\u00f3 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng v\u1edbi nh\u1eefng thay \u0111\u1ed5i trong m\u00f4i tr\u01b0\u1eddng kinh doanh v\u00e0 nh\u1eefng \u0111i\u1ec1u ki\u1ec7n m\u1edbi n\u1ed5i.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u1ed9t s\u1ed1 ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ec3 x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh linh ho\u1ea1t bao g\u1ed3m: S\u1eed d\u1ee5ng Machine Learning hay AI k\u1ebft h\u1ee3p m\u00f4 ph\u1ecfng k\u1ef9 thu\u1eadt x\u1eed l\u00fd d\u1eef li\u1ec7u. B\u1eb1ng c\u00e1ch th\u1ef1c hi\u1ec7n theo nh\u1eefng l\u1eddi khuy\u00ean n\u00e0y, c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 chu\u1ea9n b\u1ecb t\u1ed1t h\u01a1n cho nh\u1eefng \u0111i\u1ec1u ch\u01b0a bi\u1ebft v\u00e0 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a d\u1eef li\u1ec7u c\u1ee7a h\u1ecd \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u1eb1ng c\u00e1ch \u0111\u00f3, vi\u1ec7c k\u1ebft h\u1ee3p c\u00f4ng ngh\u1ec7 d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c th\u00f9 doanh nghi\u1ec7p c\u0169ng gi\u00fap c\u1ea3i thi\u1ec7n t\u00ednh linh ho\u1ea1t trong kinh doanh\u2014\u0111\u00e2y l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi nhi\u1ec1u t\u1ed5 ch\u1ee9c.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">T\u00ednh linh ho\u1ea1t trong kinh doanh l\u00e0 kh\u1ea3 n\u0103ng \u0111\u01b0a ra v\u00e0 h\u00e0nh \u0111\u1ed9ng theo c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh m\u1ed9t c\u00e1ch nhanh ch\u00f3ng. C\u00f3 m\u1ed9t c\u00e1ch linh ho\u1ea1t \u0111\u1ec3 thu th\u1eadp, x\u1eed l\u00fd d\u1eef li\u1ec7u, ki\u1ec3m tra \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 ph\u00e2n t\u00edch th\u00f4ng tin chi ti\u1ebft s\u1ebd gi\u00fap doanh nghi\u1ec7p \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n v\u00e0 t\u1ed1t h\u01a1n. \u0110\u00e2y l\u00e0 l\u00fac AI v\u00e0 Machine Learning ph\u00e1t huy t\u00e1c d\u1ee5ng. \u0110i\u1ec1u n\u00e0y mang l\u1ea1i cho doanh nghi\u1ec7p kh\u1ea3 n\u0103ng kh\u00f4ng ch\u1ec9 t\u0103ng t\u1ed1c c\u00e1c quy tr\u00ecnh th\u1ee7 c\u00f4ng m\u00e0 c\u00f2n \u0111\u1ea3m b\u1ea3o t\u00ednh nh\u1ea5t qu\u00e1n \u0111\u1ec3 k\u1ebft qu\u1ea3 v\u00e0 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra c\u00f3 th\u1ec3 \u0111\u00e1ng tin c\u1eady.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Hi\u1ec7n nay, s\u1ef1 t\u00e1c \u0111\u1ed9ng c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn trong l\u0129nh v\u1ef1c x\u1eed l\u00fd d\u1eef li\u1ec7u ch\u00ednh l\u00e0: Amazon, Google, \u2026 nh\u1eefng c\u00e1i t\u00ean \u201ckh\u1ee7ng&#8221; trong c\u00f4ng ngh\u1ec7 x\u1eed l\u00fd d\u1eef li\u1ec7u v\u1eabn s\u1ebd ti\u1ebfp t\u1ee5c t\u0103ng l\u00ean khi ng\u00e0y c\u00e0ng c\u00f3 nhi\u1ec1u fintech, regtech, insurtech v\u00e0 nh\u1eefng c\u00f4ng ty kh\u00e1c xu\u1ea5t hi\u1ec7n, t\u1ea1o ra s\u1ef1 thay \u0111\u1ed5i v\u00e0 gi\u00e1n \u0111o\u1ea1n th\u1ecb tr\u01b0\u1eddng.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u cao s\u1ebd h\u1ed7 tr\u1ee3 t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng cao h\u01a1n cho doanh nghi\u1ec7p.\u00a0<\/span><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"templatera_shortcode\"><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_message_box vc_message_box-standard vc_message_box-rounded vc_color-blue\" ><div class=\"vc_message_box-icon\"><i class=\"vc-mono vc-mono-technorati\"><\/i><\/div><p><a href=\"https:\/\/gcloudvn.com\/en\/main-logo-1\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-664\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2021\/06\/main-logo-1.png\" alt=\"\" width=\"221\" height=\"72\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2021\/06\/main-logo-1.png 214w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2021\/06\/main-logo-1-18x6.png 18w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2021\/06\/main-logo-1-183x60.png 183w\" sizes=\"auto, (max-width: 221px) 100vw, 221px\" \/><\/a>As a senior partner of Google in Vietnam, Gimasys has more than 10+ years of experience, consulting on implementing digital transformation for 2000+ domestic corporations. Some typical customers Jetstar, Dien Quan Media, Heineken, Jollibee, Vietnam Airline, HSC, SSI...<\/p>\n<p>Gimasys is currently a strategic partner of many major technology companies in the world such as Salesforce, Oracle Netsuite, Tableau, Mulesoft.<\/p>\n<p>Contact Gimasys - Google Cloud Premier Partner for advice on strategic solutions suitable to the specific needs of your business:<\/p>\n<ul>\n<li>Email: gcp@gimasys.com<\/li>\n<li>Hotline: 0974 417 099<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<\/section>","protected":false},"excerpt":{"rendered":"Vi\u1ec7c chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c nh\u1eadn bi\u1ebft c\u00e1ch x\u1eed l\u00fd nh\u1eefng g\u00ec ch\u00fang ta bi\u1ebft v\u00e0 nh\u1eefng g\u00ec ch\u00fang ta kh\u00f4ng bi\u1ebft v\u1ec1 m\u1ed9t t\u1eadp h\u1ee3p d\u1eef li\u1ec7u. Hay n\u00f3i m\u1ed9t c\u00e1ch kh\u00e1c, ch\u00fang&hellip;","protected":false},"author":2,"featured_media":18704,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-18703","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","category-google-cloud-platform","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/18703","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=18703"}],"version-history":[{"count":0,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/18703\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/18704"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=18703"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=18703"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=18703"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}