{"id":8692,"date":"2024-01-15T02:21:59","date_gmt":"2024-01-15T02:21:59","guid":{"rendered":"https:\/\/tuyendung.topcv.vn\/bai-viet\/?p=8692"},"modified":"2024-05-09T07:29:28","modified_gmt":"2024-05-09T07:29:28","slug":"prescriptive-analytics-la-gi","status":"publish","type":"post","link":"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/","title":{"rendered":"Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t \u2013 Prescriptive Analytics | Th\u00f4ng tin t\u1eeb A &#8211; Z\u00a0"},"content":{"rendered":"\n<p><strong>Prescriptive Analytics <\/strong>l\u00e0 giai \u0111o\u1ea1n quan tr\u1ecdng gi\u00fap doanh nghi\u1ec7p \u0111\u1ec1 ra nh\u1eefng ph\u01b0\u01a1ng h\u01b0\u1edbng \u0111\u00fang \u0111\u1eafn trong chi\u1ebfn l\u01b0\u1ee3c kinh doanh. Trong b\u00e0i vi\u1ebft sau \u0111\u00e2y, h\u00e3y c\u00f9ng <a href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Blog Tuy\u1ec3n D\u1ee5ng<\/strong><\/a> t\u00ecm hi\u1ec3u v\u1ec1 b\u1ea3n ch\u1ea5t, quy tr\u00ecnh v\u00e0 \u01b0u nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a c\u00f4ng c\u1ee5 n\u00e0y \u0111\u1ec3 \u00e1p d\u1ee5ng \u0111\u00fang c\u00e1ch cho ch\u00ednh doanh nghi\u1ec7p c\u1ee7a b\u1ea1n!<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">M\u1ee5c l\u1ee5c<\/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:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/#Prescriptive_Analytics_la_gi\" >Prescriptive Analytics l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/#Quy_trinh_phan_tich_Prescriptive_Analytics\" >Quy tr\u00ecnh ph\u00e2n t\u00edch Prescriptive Analytics&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/#3_loi_ich_va_5_han_che_cua_Prescriptive_Analytics\" >3 l\u1ee3i \u00edch v\u00e0 5 h\u1ea1n ch\u1ebf c\u1ee7a Prescriptive Analytics<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/#Loi_ich\" >L\u1ee3i \u00edch<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/#Han_che\" >H\u1ea1n ch\u1ebf<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/#Ung_dung_Prescriptive_Analytics_trong_thuc_te\" >\u1ee8ng d\u1ee5ng Prescriptive Analytics trong th\u1ef1c t\u1ebf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/#Luu_y_khi_ung_dung_Prescriptive_Analytics\" >L\u01b0u \u00fd khi \u1ee9ng d\u1ee5ng Prescriptive Analytics&nbsp;<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Prescriptive_Analytics_la_gi\"><\/span><strong>Prescriptive Analytics l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Prescriptive Analytics (Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t) l\u00e0 giai \u0111o\u1ea1n cu\u1ed1i c\u00f9ng trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u (Data Analytics). Prescriptive Analytics l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn xa h\u01a1n <strong>Descriptive Analytics<\/strong> (Ph\u00e2n t\u00edch m\u00f4 t\u1ea3) v\u00e0 <strong>Predictive Analytics<\/strong> (Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n) nh\u1eb1m \u0111\u01b0a ra nh\u1eefng \u0111\u1ec1 xu\u1ea5t h\u00e0nh \u0111\u1ed9ng th\u00edch h\u1ee3p v\u00e0 d\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 c\u00f3 th\u1ec3 x\u1ea3y ra t\u01b0\u01a1ng \u1ee9ng trong c\u00e1c kho\u1ea3ng th\u1eddi gian ng\u1eafn, d\u00e0i kh\u00e1c nhau.<\/p>\n\n\n\n<p>Nh\u00ecn chung, Prescriptive Analytics s\u1ebd d\u1ef1a v\u00e0o d\u1eef li\u1ec7u l\u1ecbch s\u1eed nghi\u00ean c\u1ee9u tr\u01b0\u1edbc \u0111\u00f3 v\u00e0 th\u00f4ng tin cung c\u1ea5p th\u00eam t\u1eeb b\u00ean ngo\u00e0i \u0111\u1ec3 \u0111\u01b0a ra c\u00e2u tr\u1ea3 l\u1eddi cho c\u00e2u h\u1ecfi \u201cCh\u00fang ta n\u00ean l\u00e0m g\u00ec?\u201d v\u00e0 \u201cL\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111i\u1ec1u n\u00e0y?\u201d m\u1ed9t c\u00e1ch \u0111\u00fang \u0111\u1eafn v\u00e0 ch\u00ednh x\u00e1c nh\u1ea5t.<\/p>\n\n\n\n<p>Trong doanh nghi\u1ec7p, Prescriptive Analytics \u0111\u01b0\u1ee3c coi nh\u01b0 m\u1ed9t d\u1ea1ng ph\u00e2n t\u00edch kinh doanh nh\u1eb1m \u0111\u1ec1 xu\u1ea5t c\u00e1c quy\u1ebft \u0111\u1ecbnh m\u1edbi gi\u00fap doanh nghi\u1ec7p t\u1eadn d\u1ee5ng c\u01a1 h\u1ed9i, h\u1ea1n ch\u1ebf r\u1ee7i ro c\u00f3 th\u1ec3 x\u1ea3y ra trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n<p><strong>L\u01b0u \u00fd: <\/strong>Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t c\u0103n c\u1ee9 v\u00e0o d\u1eef li\u1ec7u hi\u1ec7n t\u1ea1i \u0111\u1ec3 h\u01b0\u1edbng v\u1ec1 nh\u1eefng gi\u1ea3i ph\u00e1p \u0111\u1ec1 xu\u1ea5t nh\u1eb1m gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 trong t\u01b0\u01a1ng lai. \u0110i\u1ec1u n\u00e0y kh\u00e1c v\u1edbi <a href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/?p=8642&amp;preview=true&amp;_thumbnail_id=8675\" target=\"_blank\" rel=\"noreferrer noopener\">Diagnostic Analytics<\/a> s\u1ebd c\u0103n c\u1ee9 v\u00e0o nh\u1eefng d\u1ef1 li\u1ec7u hi\u1ec7n t\u1ea1i \u0111\u1ec3 t\u00ecm ra nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 c\u1ee7a v\u1ea5n \u0111\u1ec1.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-1.jpg\" alt=\"Prescriptive Analytics l\u00e0 g\u00ec\" class=\"wp-image-8696\" srcset=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-1.jpg 800w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-1-300x188.jpg 300w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-1-768x480.jpg 768w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-1-150x94.jpg 150w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-1-696x435.jpg 696w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-1-672x420.jpg 672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Prescriptive Analytics l\u00e0 giai \u0111o\u1ea1n cu\u1ed1i c\u00f9ng trong qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u1eb1m \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t kh\u1ea3 thi cho doanh nghi\u1ec7p.<\/figcaption><\/figure><\/div>\n\n\n<p><strong>V\u00ed d\u1ee5:<\/strong><\/p>\n\n\n\n<p>Khi \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t trong tuy\u1ec3n d\u1ee5ng nh\u00e2n s\u1ef1 m\u1ed9t c\u00e1ch \u0111\u00fang \u0111\u1eafn, c\u00e1c nh\u00e0 tuy\u1ec3n d\u1ee5ng c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111\u01b0a ra nh\u1eefng \u0111\u1ec1 xu\u1ea5t tuy\u1ec3n d\u1ee5ng m\u1edbi d\u1eabn \u0111\u1ea7u th\u1ecb tr\u01b0\u1eddng. C\u1ee5 th\u1ec3, t\u1ea1i m\u1ed9t Agency Marketing X, \u0111\u1eb7c th\u00f9 d\u1ef1 \u00e1n qu\u00fd 3, qu\u00fd 4 s\u1ebd v\u1ec1 nhi\u1ec1u v\u00e0 r\u1ea5t l\u1edbn do nhu c\u1ea7u Marketing cu\u1ed1i n\u0103m c\u1ee7a c\u00e1c doanh nghi\u1ec7p t\u0103ng cao. C\u00f4ng vi\u1ec7c v\u1ea5t v\u1ea3, th\u01b0\u1eddng xuy\u00ean ph\u1ea3i t\u0103ng ca, ngu\u1ed3n nh\u00e2n s\u1ef1 c\u0169 c\u1ee7a c\u00f4ng ty kh\u00f4ng \u0111\u1ee7 \u0111\u1ec3 \u0111\u00e1p \u1ee9ng d\u1ef1 \u00e1n, y\u00eau c\u1ea7u ph\u1ea3i b\u1ed5 sung nh\u00e2n s\u1ef1 m\u1edbi. Tuy nhi\u00ean, m\u1eb7t b\u1eb1ng chung th\u1ecb tr\u01b0\u1eddng qu\u00fd 3, qu\u00fd 4 ng\u01b0\u1eddi lao \u0111\u1ed9ng th\u01b0\u1eddng r\u1ea5t \u00edt \u0111\u1ed5i vi\u1ec7c do mu\u1ed1n l\u1ea5y ti\u1ec1n th\u01b0\u1edfng t\u1ebft.&nbsp;<\/p>\n\n\n\n<p>T\u1eeb nh\u1eefng t\u00ednh ch\u1ea5t c\u00f4ng vi\u1ec7c v\u00e0 nhu c\u1ea7u tr\u00ean, n\u1ebfu \u00e1p d\u1ee5ng ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t, nh\u00e0 tuy\u1ec3n d\u1ee5ng c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c ph\u01b0\u01a1ng \u00e1n tuy\u1ec3n d\u1ee5ng nh\u01b0 sau: T\u0103ng l\u01b0\u01a1ng \u0111\u1ec3 nh\u00e2n s\u1ef1 c\u0169 t\u0103ng th\u00eam gi\u1edd l\u00e0m vi\u1ec7c, \u0111\u1ec1 xu\u1ea5t m\u1ee9c l\u01b0\u01a1ng c\u01a1 b\u1ea3n cho c\u00e1c v\u1ecb tr\u00ed c\u1ea7n tuy\u1ec3n d\u1ee5ng cao h\u01a1n m\u1eb7t b\u1eb1ng chung th\u1ecb tr\u01b0\u1eddng trong khu\u00f4n kh\u1ed5 qu\u1ef9 l\u01b0\u01a1ng c\u1ee7a c\u00f4ng ty, tuy\u1ec3n d\u1ee5ng th\u1ef1c t\u1eadp sinh\/h\u1ecdc vi\u1ec7c ch\u1ea5p nh\u1eadn b\u1ecf th\u1eddi gian \u0111\u00e0o t\u1ea1o nh\u00e2n s\u1ef1 m\u1edbi,&#8230;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-2.jpg\" alt=\"V\u00ed d\u1ee5 v\u1ec1 vai tr\u00f2 Prescriptive Analytics\" class=\"wp-image-8697\" srcset=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-2.jpg 800w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-2-300x188.jpg 300w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-2-768x480.jpg 768w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-2-150x94.jpg 150w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-2-696x435.jpg 696w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-2-672x420.jpg 672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Prescriptive Analytics gi\u00fap doanh nghi\u1ec7p d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c t\u01b0\u01a1ng lai ng\u1eafn h\u1ea1n, d\u00e0i h\u1ea1n \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111\u00fang \u0111\u1eafn.<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Quy_trinh_phan_tich_Prescriptive_Analytics\"><\/span><strong>Quy tr\u00ecnh ph\u00e2n t\u00edch Prescriptive Analytics&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>T\u01b0\u01a1ng t\u1ef1 nh\u01b0 c\u00e1c h\u00ecnh th\u1ee9c ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00e1c, Prescriptive Analytics c\u0169ng s\u1eed d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 s\u1ea3n xu\u1ea5t ra m\u1ed9t k\u1ebft qu\u1ea3 ho\u00e0n ch\u1ec9nh bao g\u1ed3m c\u00e1c \u0111\u1ec1 xu\u1ea5t c\u00f3 th\u1ec3 th\u1ef1c thi.<\/p>\n\n\n\n<p>C\u1ee5 th\u1ec3, b\u1ea1n c\u1ea7n t\u1ea1o ra m\u1ed9t m\u00f4 h\u00ecnh ML (Machine Learning) &#8211; m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y ch\u1ee9a thu\u1eadt to\u00e1n x\u1eed l\u00fd s\u1ed1 l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u0111\u1ec3 cho ra c\u00e1c m\u1eabu v\u00e0 d\u1ef1 \u0111o\u00e1n. Thao t\u00e1c \u0111\u1ec3 t\u1ea1o ra m\u00f4 h\u00ecnh n\u00e0y nh\u01b0 sau:&nbsp;<\/p>\n\n\n\n<ul>\n<li><strong>X\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1: <\/strong>C\u0169ng nh\u01b0 c\u00e1c quy tr\u00ecnh ph\u00e2n t\u00edch kh\u00e1c, b\u01b0\u1edbc \u0111\u1ea7u ti\u00ean b\u1ea1n c\u1ea7n x\u00e1c \u0111\u1ecbnh \u0111\u00fang v\u1ea5n \u0111\u1ec1 c\u1ea7n gi\u1ea3i quy\u1ebft v\u00e0 c\u00e2u h\u1ecfi c\u1ea7n tr\u1ea3 l\u1eddi. B\u01b0\u1edbc n\u00e0y gi\u00fap b\u1ea1n thu h\u1eb9p ph\u1ea1m vi thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 ki\u1ec3m so\u00e1t k\u1ebft qu\u1ea3 th\u1ef1c thi c\u1ee7a to\u00e0n b\u1ed9 quy tr\u00ecnh.&nbsp;<\/li>\n\n\n\n<li><strong>T\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u: <\/strong>Sau khi x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c v\u1ea5n \u0111\u1ec1 c\u1ed1t l\u00f5i, b\u1ea1n c\u1ea7n thu th\u1eadp nh\u1eefng d\u1eef li\u1ec7u li\u00ean quan, s\u00e0ng l\u1ecdc v\u00e0 s\u1eafp x\u1ebfp ch\u00fang v\u00e0o m\u1ed9t ngu\u1ed3n \u0111\u1ec3 ti\u1ec7n qu\u1ea3n l\u00fd t\u1eadp trung. D\u1eef li\u1ec7u c\u1ee7a b\u1ea1n c\u1ea7n ch\u00ednh x\u00e1c v\u00e0 lu\u00f4n \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt \u0111\u1ed5i m\u1edbi theo th\u1eddi gian.<\/li>\n\n\n\n<li><strong>X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh ML:<\/strong> B\u1ea1n c\u00f3 th\u1ec3 l\u1eadp m\u00f4 h\u00ecnh ML th\u1ee7 c\u00f4ng ho\u1eb7c s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 c\u00f3 s\u1eb5n \u0111\u1ec3 ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 t\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c. C\u00e1c c\u00f4ng c\u1ee5 n\u00e0y s\u1eed d\u1ee5ng nhi\u1ec1u thu\u1eadt to\u00e1n c\u1ea5p cao nh\u01b0 m\u00f4 ph\u1ecfng, ph\u00e2n t\u00edch \u0111\u1ed3 th\u1ecb, ch\u1ea9n \u0111o\u00e1n, t\u1ed1i \u01b0u h\u00f3a,&#8230; \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t hi\u1ec7u qu\u1ea3 nh\u1ea5t d\u1ef1a tr\u00ean d\u1eef li\u1ec7u m\u00e0 b\u1ea1n nh\u1eadp v\u00e0o.<\/li>\n\n\n\n<li><strong>Th\u1eed nghi\u1ec7m m\u00f4 h\u00ecnh ML:<\/strong> Sau khi ho\u00e0n th\u00e0nh m\u00f4 h\u00ecnh s\u01a1 b\u1ed9, b\u1ea1n c\u1ea7n ch\u1ea1y th\u1eed nghi\u1ec7m v\u1edbi m\u1ed9t s\u1ed1 d\u1eef li\u1ec7u \u0111\u1ec3 ki\u1ec3m tra kh\u1ea3 n\u0103ng cho ra \u0111\u1ec1 xu\u1ea5t v\u00e0 ti\u1ebfn h\u00e0nh \u0111i\u1ec1u ch\u1ec9nh. B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 cho ch\u1ea1y th\u1eed m\u1ed9t ph\u1ea7n c\u1ee7a d\u1ef1 \u00e1n b\u1ea5t k\u1ef3 \u0111\u1ec3 d\u1ec5 \u0111\u1ed1i chi\u1ebfu k\u1ebft qu\u1ea3 th\u1eed nghi\u1ec7m.&nbsp;<\/li>\n\n\n\n<li><strong>Ki\u1ec3m tra v\u00e0 ho\u00e0n thi\u1ec7n:<\/strong> Ti\u1ebfp theo, b\u1ea1n \u00e1p d\u1ee5ng m\u00f4 h\u00ecnh \u0111\u00e3 \u0111i\u1ec1u ch\u1ec9nh v\u00e0o th\u1ef1c t\u1ebf. Trong su\u1ed1t th\u1eddi gian ho\u1ea1t \u0111\u1ed9ng, b\u1ea1n c\u1ea7n theo s\u00e1t v\u00e0 s\u1eeda ch\u1eefa ngay c\u00e1c l\u1ed7i ph\u00e1t sinh \u0111\u1ec3 ho\u00e0n thi\u1ec7n m\u00f4 h\u00ecnh t\u1ed1t h\u01a1n. \u0110\u1ed3ng th\u1eddi, b\u1ea1n n\u00ean t\u00edch h\u1ee3p t\u00ednh n\u0103ng c\u1eadp nh\u1eadt d\u1eef li\u1ec7u \u0111\u1ec3 c\u00e1c qu\u00e1 tr\u00ecnh ti\u1ebfp theo di\u1ec5n ra t\u1ef1 \u0111\u1ed9ng h\u00f3a, ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 s\u1ee9c l\u1ef1c s\u1eeda ch\u1eefa th\u1ee7 c\u00f4ng.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-3.jpg\" alt=\"Quy tr\u00ecnh ph\u00e2n t\u00edch Prescriptive Analytics \n\" class=\"wp-image-8698\" srcset=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-3.jpg 800w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-3-300x188.jpg 300w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-3-768x480.jpg 768w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-3-150x94.jpg 150w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-3-696x435.jpg 696w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-3-672x420.jpg 672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Prescriptive Analytics \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u00f4ng qua m\u1ed9t quy tr\u00ecnh ch\u1eb7t ch\u1ebd g\u1ed3m nhi\u1ec1u b\u01b0\u1edbc.<\/figcaption><\/figure>\n\n\n\n<p>\u0110\u1ec3 n\u00e2ng cao t\u00ednh hi\u1ec7u qu\u1ea3 c\u1ee7a ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t, b\u1ea1n c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 sau \u0111\u00e2y:<\/p>\n\n\n\n<figure class=\"wp-block-table aligncenter\"><table><tbody><tr><td><strong>Lo\u1ea1i c\u00f4ng c\u1ee5<\/strong><\/td><td><strong>V\u00ed d\u1ee5<\/strong><\/td><\/tr><tr><td><strong>C\u00f4ng c\u1ee5 t\u1ed1i \u01b0u h\u00f3a<\/strong><\/td><td>IBM ILOG CPLEX, Gurobi, FICO Xpress,&#8230;<\/td><\/tr><tr><td><strong>C\u00f4ng c\u1ee5 m\u00f4 ph\u1ecfng<\/strong><\/td><td>AnyLogic, Simul8, Arena,&#8230;<\/td><\/tr><tr><td><strong>C\u00f4ng c\u1ee5 t\u1ea1o m\u00f4 h\u00ecnh ML<\/strong><\/td><td>Neural networks, Decision trees, Regression analysis,&#8230;<\/td><\/tr><tr><td><strong>C\u00f4ng c\u1ee5 kinh doanh th\u00f4ng minh<\/strong><\/td><td>Tableau, QlikView, Power BI,&#8230;<\/td><\/tr><tr><td><strong>C\u00f4ng c\u1ee5 x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP)<\/strong><\/td><td>Google Cloud Natural Language API, Microsoft Azure Cognitive Services, IBM Watson NLU,&#8230;<\/td><\/tr><tr><td><strong>Ph\u1ea7n m\u1ec1m ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t<\/strong><\/td><td>FICO Decision Management Suite, IBM Decision Optimization, SAP Analytics Cloud,&#8230;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-4.jpg\" alt=\"Prescriptive Analytics s\u1eed d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 v\u00e0 thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p\" class=\"wp-image-8699\" srcset=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-4.jpg 800w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-4-300x188.jpg 300w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-4-768x480.jpg 768w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-4-150x94.jpg 150w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-4-696x435.jpg 696w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-4-672x420.jpg 672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Prescriptive Analytics s\u1eed d\u1ee5ng nhi\u1ec1u c\u00f4ng c\u1ee5 v\u00e0 thu\u1eadt to\u00e1n ph\u1ee9c t\u1ea1p \u0111\u1ec3 cho ra k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch chuy\u00ean s\u00e2u.<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_loi_ich_va_5_han_che_cua_Prescriptive_Analytics\"><\/span><strong>3 l\u1ee3i \u00edch v\u00e0 5 h\u1ea1n ch\u1ebf c\u1ee7a Prescriptive Analytics<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0110\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c t\u1ea7m quan tr\u1ecdng c\u1ee7a Prescriptive Analytics, doanh nghi\u1ec7p v\u00e0 c\u00e1c nh\u00e0 qu\u1ea3n tr\u1ecb c\u1ea7n th\u1ea5u hi\u1ec3u b\u1ea3n ch\u1ea5t, l\u1ee3i \u00edch v\u00e0 h\u1ea1n ch\u1ebf c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p n\u00e0y \u0111\u1ec3 t\u1eadn d\u1ee5ng nh\u1eefng gi\u00e1 tr\u1ecb t\u00edch c\u1ef1c v\u00e0 gi\u1ea3m thi\u1ec3u c\u00e1c t\u00e1c \u0111\u1ed9ng ti\u00eau c\u1ef1c, c\u1ee5 th\u1ec3 nh\u01b0 sau:&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Loi_ich\"><\/span><strong>L\u1ee3i \u00edch<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Prescriptive Analytics mang \u0111\u1ebfn cho doanh nghi\u1ec7p nh\u1eefng l\u1ee3i \u00edch th\u1ef1c ti\u1ec5n, bao g\u1ed3m:<\/p>\n\n\n\n<ul>\n<li><strong>T\u1ea1o doanh thu:<\/strong> Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t gi\u00fap doanh nghi\u1ec7p hi\u1ec3u \u0111\u01b0\u1ee3c kh\u00e1ch h\u00e0ng mu\u1ed1n mua g\u00ec v\u00e0 t\u1ea1i sao h\u1ecd ph\u1ea3i mua. T\u1eeb \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u1ea9y m\u1ea1nh ti\u00eau th\u1ee5 ho\u1eb7c ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m li\u00ean quan \u0111\u1ec3 b\u00e1n ch\u00e9o, b\u00e1n th\u00eam.<\/li>\n\n\n\n<li><strong>Gi\u1ea3m chi ph\u00ed:<\/strong> V\u1edbi m\u1ed9t m\u00f4 h\u00ecnh ML hi\u1ec7u qu\u1ea3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd s\u1ed1 l\u01b0\u1ee3ng h\u00e0ng t\u1ed3n kho d\u1ec5 d\u00e0ng v\u00e0 tr\u1ef1c quan h\u01a1n, \u0111\u1ed3ng th\u1eddi gi\u1ea3m \u0111\u01b0\u1ee3c chi ph\u00ed v\u1ec1 nh\u00e2n l\u1ef1c, in \u1ea5n, gi\u1ea5y t\u1edd ghi ch\u00e9p t\u1ed3n kho nh\u01b0 quy tr\u00ecnh truy\u1ec1n th\u1ed1ng.<\/li>\n\n\n\n<li><strong>Qu\u1ea3n l\u00fd t\u1ef7 su\u1ea5t l\u1ee3i nhu\u1eadn g\u1ed9p: <\/strong>Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t gi\u00fap doanh nghi\u1ec7p x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c doanh thu b\u00e1n ra v\u00e0 c\u00e1c lo\u1ea1i chi ph\u00ed \u0111\u00e3 thanh to\u00e1n, t\u1eeb \u0111\u00f3 t\u00ednh \u0111\u01b0\u1ee3c t\u1ef7 su\u1ea5t l\u1ee3i nhu\u1eadn g\u1ed9p d\u00f9ng l\u00e0m c\u01a1 s\u1edf \u0111i\u1ec1u ch\u1ec9nh gi\u00e1 b\u00e1n v\u00e0 m\u1edf r\u1ed9ng th\u1ecb tr\u01b0\u1eddng.&nbsp;<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-5.jpg\" alt=\"L\u1ee3i \u00edch c\u1ee7a Prescriptive Analytics \" class=\"wp-image-8701\" srcset=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-5.jpg 800w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-5-300x188.jpg 300w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-5-768x480.jpg 768w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-5-150x94.jpg 150w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-5-696x435.jpg 696w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-5-672x420.jpg 672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Prescriptive Analytics gi\u00fap doanh nghi\u1ec7p t\u0103ng doanh thu, gi\u1ea3m chi ph\u00ed v\u00e0 qu\u1ea3n l\u00fd l\u1ee3i nhu\u1eadn hi\u1ec7u qu\u1ea3.<\/figcaption><\/figure><\/div>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Han_che\"><\/span><strong>H\u1ea1n ch\u1ebf<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Song song v\u1edbi nh\u1eefng l\u1ee3i \u00edch, Prescriptive Analytics v\u1eabn t\u1ed3n t\u1ea1i nh\u1eefng h\u1ea1n ch\u1ebf c\u1ea7n con ng\u01b0\u1eddi kh\u1eafc ph\u1ee5c nh\u01b0:<\/p>\n\n\n\n<ul>\n<li><strong>Ph\u1ee5 thu\u1ed9c v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a d\u1eef li\u1ec7u:<\/strong> Ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t ph\u1ee5 thu\u1ed9c v\u00e0o \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 uy t\u00edn c\u1ee7a d\u1eef li\u1ec7u. N\u1ebfu d\u1eef li\u1ec7u c\u00f3 sai s\u00f3t th\u00ec c\u00e1c \u0111\u1ec1 xu\u1ea5t \u0111\u01b0a ra s\u1ebd kh\u00f4ng hi\u1ec7u qu\u1ea3. Do \u0111\u00f3, kh\u00e2u thu th\u1eadp d\u1eef li\u1ec7u c\u1ea7n \u0111\u01b0\u1ee3c ch\u00fa tr\u1ecdng v\u00e0 ki\u1ec3m tra th\u01b0\u1eddng xuy\u00ean.<\/li>\n\n\n\n<li><strong>\u0110\u1ed9 ph\u1ee9c t\u1ea1p cao: <\/strong>Nh\u00e2n s\u1ef1 tham gia quy tr\u00ecnh ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t \u0111\u00f2i h\u1ecfi ph\u1ea3i c\u00f3 chuy\u00ean m\u00f4n cao v\u00e0 k\u1ef9 n\u0103ng v\u1eadn d\u1ee5ng thu\u1ea7n th\u1ee5c c\u00e1c lo\u1ea1i thu\u1eadt to\u00e1n. B\u00ean c\u1ea1nh \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 ph\u1ea3i \u0111\u1ea7u t\u01b0 m\u1ed9t kho\u1ea3n chi ph\u00ed \u0111\u00e1ng k\u1ec3 \u0111\u1ec3 mua c\u00e1c c\u00f4ng c\u1ee5 cao c\u1ea5p nh\u1eb1m t\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c cho c\u00e1c \u0111\u1ec1 xu\u1ea5t.&nbsp;<\/li>\n\n\n\n<li><strong>C\u00f3 th\u1ec3 \u0111\u01b0a ra \u0111\u1ec1 xu\u1ea5t c\u00f3 h\u1ea1i:<\/strong> C\u00e1c ph\u1ea7n m\u1ec1m s\u1ebd ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c nh\u1eadp v\u00e0o n\u00ean c\u00f3 th\u1ec3 x\u1ea3y ra t\u00ecnh tr\u1ea1ng m\u1ed9t s\u1ed1 \u0111\u1ec1 xu\u1ea5t kh\u00f4ng ph\u00f9 h\u1ee3p v\u1edbi ti\u00eau chu\u1ea9n \u0111\u1ea1o \u0111\u1ee9c. Do \u0111\u00f3, c\u00e1c nh\u00e0 qu\u1ea3n tr\u1ecb c\u1ea7n xem x\u00e9t v\u00e0 lo\u1ea1i b\u1ecf c\u00e1c \u0111\u1ec1 xu\u1ea5t kh\u00f4ng t\u1ed1t kh\u1ecfi m\u00f4 h\u00ecnh.<\/li>\n<\/ul>\n\n\n\n<p>Th\u1ef1c t\u1ebf, b\u1ea5t k\u1ef3 quy tr\u00ecnh hay c\u00f4ng c\u1ee5 n\u00e0o c\u0169ng t\u1ed3n t\u1ea1i nh\u1eefng l\u1ee3i \u00edch v\u00e0 h\u1ea1n ch\u1ebf nh\u1ea5t \u0111\u1ecbnh. Nhi\u1ec7m v\u1ee5 c\u1ee7a nh\u00e0 qu\u1ea3n tr\u1ecb l\u00e0 ph\u1ea3i hi\u1ec3u r\u00f5 \u01b0u nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t \u0111\u1ec3 t\u1eadn d\u1ee5ng l\u1ee3i \u00edch, gi\u1ea3m thi\u1ec3u r\u1ee7i ro, gi\u00fap doanh nghi\u1ec7p \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau \u0111\u00e3 \u0111\u1ec1 ra trong t\u01b0\u01a1ng lai ng\u1eafn h\u1ea1n v\u00e0 d\u00e0i h\u1ea1n.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-6-1.jpg\" alt=\"Nh\u00e0 qu\u1ea3n tr\u1ecb c\u1ea7n t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u ch\u00ednh x\u00e1c \u0111\u1ec3 n\u00e2ng cao t\u00ednh kh\u1ea3 thi c\u1ee7a ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t.\" class=\"wp-image-8702\" srcset=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-6-1.jpg 800w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-6-1-300x188.jpg 300w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-6-1-768x480.jpg 768w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-6-1-150x94.jpg 150w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-6-1-696x435.jpg 696w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-6-1-672x420.jpg 672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Nh\u00e0 qu\u1ea3n tr\u1ecb c\u1ea7n t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u ch\u00ednh x\u00e1c \u0111\u1ec3 n\u00e2ng cao t\u00ednh kh\u1ea3 thi c\u1ee7a ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t.<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ung_dung_Prescriptive_Analytics_trong_thuc_te\"><\/span><strong>\u1ee8ng d\u1ee5ng Prescriptive Analytics trong th\u1ef1c t\u1ebf<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Ph\u01b0\u01a1ng ph\u00e1p Prescriptive Analytics \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng nhi\u1ec1u trong \u0111a d\u1ea1ng l\u0129nh v\u1ef1c nh\u01b0: nh\u00e2n s\u1ef1, t\u00e0i ch\u00ednh, kinh doanh, gi\u00e1o d\u1ee5c, y t\u1ebf, v\u1eadn t\u1ea3i, ch\u00ednh tr\u1ecb,&#8230;&nbsp; M\u1ed9t v\u00ed d\u1ee5 th\u1ef1c t\u1ebf ch\u1ee9ng minh t\u00ednh kh\u1ea3 thi c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p n\u00e0y trong l\u0129nh v\u1ef1c qu\u1ea3n tr\u1ecb nh\u00e2n s\u1ef1 c\u00f3 th\u1ec3 k\u1ec3 \u0111\u1ebfn l\u00e0 s\u1ef1 ki\u1ec7n \u201cthay m\u00e1u\u201d ngu\u1ed3n nh\u00e2n l\u1ef1c c\u1ee7a Microsoft trong n\u0103m 2014.<\/p>\n\n\n\n<p>T\u1ea1i th\u1eddi \u0111i\u1ec3m n\u00e0y, CEO m\u1edbi c\u1ee7a Microsoft &#8211; Satya Nadella \u0111\u00e3 \u0111i \u0111\u1ebfn quy\u1ebft \u0111\u1ecbnh khi\u1ebfn c\u1ea3 th\u1ebf gi\u1edbi b\u1ea5t ng\u1edd khi \u0111\u00e0o th\u1ea3i 18.000 nh\u00e2n vi\u00ean \u0111ang ho\u1ea1t \u0111\u1ed9ng. C\u00f4 cho bi\u1ebft s\u1ef1 ki\u1ec7n n\u00e0y l\u00e0 c\u1ea7n thi\u1ebft \u0111\u1ec3 tuy\u1ec3n d\u1ee5ng v\u00e0 \u0111\u00e0o t\u1ea1o ngu\u1ed3n lao \u0111\u1ed9ng theo quy chu\u1ea9n m\u1edbi m\u00e0 c\u00f4 \u0111\u00e3 th\u00f4ng qua, \u0111\u00f3 l\u00e0:<\/p>\n\n\n\n<ul>\n<li><strong>\u0110\u1ec1 cao s\u1ef1 l\u1eafng nghe:<\/strong> Microsoft \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean l\u1eafng nghe nhau v\u00e0 l\u1eafng nghe kh\u00e1ch h\u00e0ng, kh\u00f4ng ph\u00e2n bi\u1ec7t gi\u1edbi t\u00ednh, m\u00e0u da, qu\u1ed1c t\u1ecbch,&#8230; \u0111\u1ec3 t\u00ecm ki\u1ebfm c\u1ed1t l\u00f5i v\u00e0 mong mu\u1ed1n th\u1ea7m k\u00edn c\u1ee7a \u0111\u1ed1i t\u01b0\u1ee3ng m\u1ee5c ti\u00eau, t\u1eeb \u0111\u00f3 th\u1ea5u hi\u1ec3u, h\u1ee3p t\u00e1c v\u00e0 \u0111\u01b0a ra nh\u1eefng c\u1ea3i ti\u1ebfn \u0111\u00fang h\u01b0\u1edbng.<\/li>\n\n\n\n<li><strong>\u0110\u1ed9ng vi\u00ean v\u00e0 khen th\u01b0\u1edfng:<\/strong> C\u00e1c c\u1ea5p l\u00e3nh \u0111\u1ea1o c\u1ee7a Microsoft \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o m\u1ed9t tinh th\u1ea7n t\u00f4n tr\u1ecdng c\u1ea5p d\u01b0\u1edbi v\u00e0 lu\u00f4n s\u1eb5n s\u00e0ng cho c\u1ea5p d\u01b0\u1edbi th\u1eed nghi\u1ec7m nh\u1eefng \u00fd t\u01b0\u1edfng m\u1edbi, \u0111\u1ed3ng th\u1eddi ghi nh\u1eadn nh\u1eefng th\u00e0nh t\u1ef1u \u0111\u1ea1t \u0111\u01b0\u1ee3c v\u00e0 khen th\u01b0\u1edfng cho t\u1eebng c\u00e1 nh\u00e2n.&nbsp;<\/li>\n\n\n\n<li><strong>H\u1ec7 th\u1ed1ng \u0111\u00e0o t\u1ea1o nh\u00e2n s\u1ef1 chuy\u00ean nghi\u1ec7p:<\/strong> Microsoft t\u1ed5 ch\u1ee9c nhi\u1ec1u kh\u00f3a \u0111\u00e0o t\u1ea1o ph\u00e2n c\u1ea5p, t\u1eadp trung v\u00e0o vi\u1ec7c ph\u00e1t tri\u1ec3n chuy\u00ean m\u00f4n t\u1eeb c\u00e1c c\u1ea5p l\u00e3nh \u0111\u1ea1o b\u1eadc trung \u0111\u1ec3 n\u00e2ng cao m\u1eb7t b\u1eb1ng tr\u00ecnh \u0111\u1ed9 chung, g\u00f3p ph\u1ea7n th\u00fac \u0111\u1ea9y th\u00e0nh c\u00f4ng c\u1ee7a t\u1eadp \u0111o\u00e0n \u1edf th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i.<\/li>\n<\/ul>\n\n\n\n<p>C\u00f3 th\u1ec3 th\u1ea5y, Microsoft \u0111\u00e3 th\u00e0nh c\u00f4ng trong vi\u1ec7c \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t \u0111\u1ec3 \u0111\u01b0a ra h\u01b0\u1edbng \u0111i m\u1edbi trong c\u00f4ng cu\u1ed9c qu\u1ea3n tr\u1ecb nh\u00e2n s\u1ef1. Hi\u1ec7n t\u1ea1i, Microsoft \u0111ang s\u1edf h\u1eefu h\u01a1n 160.000 nh\u00e2n s\u1ef1 t\u00e0i n\u0103ng \u0111\u1ebfn t\u1eeb 190 qu\u1ed1c gia kh\u00e1c nhau, \u0111\u00e3 gi\u00fap Microsoft ti\u1ebfn th\u1eb3ng v\u00e0o danh s\u00e1ch top 3 c\u00f4ng ty c\u00f3 gi\u00e1 tr\u1ecb th\u1ecb tr\u01b0\u1eddng l\u1edbn nh\u1ea5t th\u1ebf gi\u1edbi trong n\u0103m 2023.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-7.jpg\" alt=\"\u1ee8ng d\u1ee5ng Prescriptive Analytics v\u00e0o qu\u1ea3n tr\u1ecb nh\u00e2n s\u1ef1\" class=\"wp-image-8703\" srcset=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-7.jpg 800w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-7-300x188.jpg 300w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-7-768x480.jpg 768w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-7-150x94.jpg 150w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-7-696x435.jpg 696w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-7-672x420.jpg 672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Prescriptive Analytics c\u00f3 th\u1ec3 \u1ee9ng d\u1ee5ng v\u00e0o qu\u1ea3n tr\u1ecb nh\u00e2n s\u1ef1 m\u1ed9t c\u00e1ch qu\u00e1n tri\u1ec7t v\u00e0 hi\u1ec7u qu\u1ea3.<\/figcaption><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Luu_y_khi_ung_dung_Prescriptive_Analytics\"><\/span><strong>L\u01b0u \u00fd khi \u1ee9ng d\u1ee5ng Prescriptive Analytics&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t c\u1ea7n \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng \u0111\u00fang c\u00e1ch v\u00e0 \u0111\u00fang giai \u0111o\u1ea1n \u0111\u1ec3 g\u1eb7t h\u00e1i \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 thi\u1ebft th\u1ef1c. Do \u0111\u00f3, doanh nghi\u1ec7p c\u1ea7n l\u01b0u \u00fd m\u1ed9t s\u1ed1 v\u1ea5n \u0111\u1ec1 sau \u0111\u00e2y:<\/p>\n\n\n\n<ul>\n<li><strong>Nh\u1ea5n m\u1ea1nh vai tr\u00f2 c\u1ee7a c\u00e1c quy tr\u00ecnh kh\u00e1c: <\/strong>\u0110\u1ed9 kh\u1ea3 thi c\u1ee7a ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t s\u1ebd li\u00ean quan m\u1eadt thi\u1ebft \u0111\u1ebfn 3 giai \u0111o\u1ea1n tr\u01b0\u1edbc (M\u00f4 t\u1ea3 &#8211; Ch\u1ea9n \u0111o\u00e1n &#8211; D\u1ef1 \u0111o\u00e1n) trong h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Do \u0111\u00f3, doanh nghi\u1ec7p c\u1ea7n b\u00e1m s\u00e1t quy tr\u00ecnh ngay t\u1eeb giai \u0111o\u1ea1n \u0111\u1ea7u \u0111\u1ec3 gi\u1ea3m thi\u1ec3u r\u1ee7i ro sai s\u00f3t v\u00e0 \u0111\u1ea3m b\u1ea3o chi\u1ebfn l\u01b0\u1ee3c lu\u00f4n theo \u0111\u00fang \u0111\u1ecbnh h\u01b0\u1edbng \u0111\u00e3 \u0111\u1ec1 ra.<\/li>\n\n\n\n<li><strong>Kh\u00f4ng ph\u00f9 h\u1ee3p v\u1edbi giai \u0111o\u1ea1n \u1ed5n \u0111\u1ecbnh:<\/strong> Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t s\u1ebd lu\u00f4n cho ra c\u00e1c \u0111\u1ec1 xu\u1ea5t \u0111\u00f2i h\u1ecfi doanh nghi\u1ec7p ph\u1ea3i thay \u0111\u1ed5i li\u00ean t\u1ee5c chi\u1ebfn l\u01b0\u1ee3c, quy tr\u00ecnh, m\u1ee5c ti\u00eau,&#8230; V\u00ec th\u1ebf, doanh nghi\u1ec7p c\u1ea7n s\u00e1ng su\u1ed1t \u0111\u1ec3 \u00e1p d\u1ee5ng ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t \u0111\u00fang th\u1eddi \u0111i\u1ec3m, tr\u00e1nh c\u1eadp nh\u1eadt li\u00ean t\u1ee5c g\u00e2y x\u00e1o tr\u1ed9n nhi\u1ec7m v\u1ee5 c\u1ee7a c\u00e1c ph\u00f2ng ban li\u00ean quan.<\/li>\n\n\n\n<li><strong>Kh\u00f4ng x\u00e1c \u0111\u1ecbnh k\u1ebft qu\u1ea3:<\/strong> V\u1ec1 b\u1ea3n ch\u1ea5t, ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t ch\u1ec9 cho ra nh\u1eefng \u0111\u1ec1 xu\u1ea5t gi\u1ea3 \u0111\u1ecbnh d\u1ef1a tr\u00ean l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c nh\u1eadp v\u00e0o. Do \u0111\u00f3, c\u00e1c \u0111\u1ec1 xu\u1ea5t v\u1eabn t\u1ed3n t\u1ea1i m\u1ed9t r\u1ee7i ro nh\u1ea5t \u0111\u1ecbnh. V\u00ec th\u1ebf, nh\u00e0 qu\u1ea3n tr\u1ecb c\u1ea7n theo s\u00e1t v\u00e0 li\u00ean t\u1ee5c c\u1eadp nh\u1eadt d\u1eef li\u1ec7u m\u1edbi \u0111\u1ec3 cho ra c\u00e1c \u0111\u1ec1 xu\u1ea5t hi\u1ec7u qu\u1ea3, ph\u00f9 h\u1ee3p v\u1edbi th\u1eddi th\u1ebf.<\/li>\n\n\n\n<li><strong>C\u1ea7n \u0111\u1ea7u t\u01b0 th\u1eddi gian \u0111\u1ec3 \u0111\u00e0o t\u1ea1o nh\u00e2n s\u1ef1: <\/strong>Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t l\u00e0 m\u1ed9t quy tr\u00ecnh ph\u1ee9c t\u1ea1p nh\u01b0ng mang l\u1ea1i l\u1ee3i \u00edch kh\u1ed5ng l\u1ed3 cho doanh nghi\u1ec7p. Do \u0111\u00f3, doanh nghi\u1ec7p n\u00ean t\u1ed5 ch\u1ee9c c\u00e1c kh\u00f3a \u0111\u00e0o t\u1ea1o chuy\u00ean s\u00e2u \u0111\u1ec3 n\u00e2ng c\u1ea5p chuy\u00ean m\u00f4n c\u1ee7a nh\u00e2n vi\u00ean, t\u1eeb \u0111\u00f3 gi\u00fap hi\u1ec7u su\u1ea5t ph\u00e2n t\u00edch \u0111\u01b0\u1ee3c \u0111\u1ec1 cao.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-8.jpg\" alt=\"L\u01b0u \u00fd khi \u1ee9ng d\u1ee5ng Prescriptive Analytics\u00a0\" class=\"wp-image-8704\" srcset=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-8.jpg 800w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-8-300x188.jpg 300w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-8-768x480.jpg 768w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-8-150x94.jpg 150w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-8-696x435.jpg 696w, https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-8-672x420.jpg 672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption class=\"wp-element-caption\">Doanh nghi\u1ec7p c\u1ea7n \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u00e0o t\u1ea1o nh\u00e2n s\u1ef1 \u0111\u1ec3 n\u00e2ng cao chuy\u00ean m\u00f4n v\u00e0 k\u1ef9 n\u0103ng x\u00e2y d\u1ef1ng Prescriptive Analytics.<\/figcaption><\/figure><\/div>\n\n\n<p>Nh\u01b0 v\u1eady, b\u00e0i vi\u1ebft \u0111\u00e3 t\u00f3m t\u1eaft c\u00e1c th\u00f4ng tin h\u1eefu \u00edch li\u00ean quan \u0111\u1ebfn <strong>Prescriptive Analytics<\/strong> (Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t). Ph\u01b0\u01a1ng ph\u00e1p n\u00e0y \u0111\u01b0a ra nh\u1eefng \u0111\u1ec1 xu\u1ea5t h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean ph\u00e2n t\u00edch chuy\u00ean s\u00e2u v\u00e0 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c t\u00ednh kh\u1ea3 thi c\u1ee7a c\u00e1c h\u00e0nh \u0111\u1ed9ng \u0111\u00f3 trong t\u01b0\u01a1ng lai, l\u00e0 c\u00f4ng c\u1ee5 \u0111\u1eafc l\u1ef1c gi\u00fap c\u00e1c doanh nghi\u1ec7p \u0111\u1ecbnh h\u01b0\u1edbng chi\u1ebfn l\u01b0\u1ee3c kinh doanh hi\u1ec7u qu\u1ea3.<\/p>\n\n\n\n<p>N\u1ebfu doanh nghi\u1ec7p \u0111ang quan t\u00e2m \u0111\u1ebfn v\u1ea5n \u0111\u1ec1 t\u1ed1i \u01b0u <strong><a href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/quy-trinh-tuyen-dung-nhan-su\/\" target=\"_blank\" rel=\"noreferrer noopener\">quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng<\/a><\/strong> nh\u00e2n s\u1ef1 hi\u1ec7u qu\u1ea3, h\u00e3y \u0111\u1ebfn v\u1edbi N\u1ec1n t\u1ea3ng <strong><a href=\"https:\/\/tuyendung.topcv.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0111\u0103ng tin tuy\u1ec3n d\u1ee5ng<\/a><\/strong><a href=\"https:\/\/tuyendung.topcv.vn\/\" target=\"_blank\" rel=\"noreferrer noopener\"> <strong>Tuyendung.topcv.vn<\/strong><\/a>.&nbsp;T\u1ea1i \u0111\u00e2y, nh\u00e0 tuy\u1ec3n d\u1ee5ng c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng \u0111\u0103ng tin v\u00e0 qu\u1ea3n l\u00fd chi\u1ebfn d\u1ecbch tuy\u1ec3n d\u1ee5ng hi\u1ec7u qu\u1ea3 d\u1ef1a tr\u00ean s\u1ed1 l\u01b0\u1ee3ng CV \u0111\u1ea7u v\u00e0o, s\u1ed1 l\u01b0\u1ee3ng \u1ee9ng vi\u00ean tham gia ph\u1ecfng v\u1ea5n. \u0110\u1eb7c bi\u1ec7t, khi k\u1ebft h\u1ee3p \u1ee9ng d\u1ee5ng Prescriptive Analytics v\u00e0o quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng, nh\u00e0 tuy\u1ec3n d\u1ee5ng s\u1ebd \u0111\u00e1nh gi\u00e1 \u0111\u01b0\u1ee3c m\u1ee9c \u0111\u1ed9 hi\u1ec7u c\u1ee7a t\u1eebng ho\u1ea1t \u0111\u1ed9ng. T\u1eeb \u0111\u00f3, doanh nghi\u1ec7p c\u00f3 th\u1ec3 \u0111\u01b0a ra nh\u1eefng gi\u00e1p ph\u00e1p tuy\u1ec3n d\u1ee5ng t\u1ed1i \u01b0u h\u01a1n.<\/p>\n\n\n\n<p>V\u1edbi m\u1ea1ng l\u01b0\u1edbi 200.000+ \u0111\u1ed1i t\u00e1c doanh nghi\u1ec7p v\u00e0 s\u1ef1 ti\u00ean phong \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 trong Tuy\u1ec3n d\u1ee5ng nh\u00e2n s\u1ef1, TopCV t\u1ef1 tin c\u00f3 th\u1ec3 mang \u0111\u1ebfn cho doanh nghi\u1ec7p nh\u1eefng gi\u1ea3i ph\u00e1p tuy\u1ec3n d\u1ee5ng ho\u00e0n h\u1ea3o. M\u1ecdi th\u00f4ng tin c\u1ea7n t\u01b0 v\u1ea5n h\u1ed7 tr\u1ee3 xin vui l\u00f2ng li\u00ean h\u1ec7 qua Hotline (024) 7107 9799 ho\u1eb7c Email: cskh@topcv.vn \u0111\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3i \u0111\u00e1p. Ch\u00fac b\u1ea1n th\u00e0nh c\u00f4ng!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Prescriptive Analytics l\u00e0 giai \u0111o\u1ea1n quan tr\u1ecdng gi\u00fap doanh nghi\u1ec7p \u0111\u1ec1 ra nh\u1eefng ph\u01b0\u01a1ng h\u01b0\u1edbng \u0111\u00fang \u0111\u1eafn trong chi\u1ebfn l\u01b0\u1ee3c kinh doanh. Trong b\u00e0i vi\u1ebft sau \u0111\u00e2y, h\u00e3y c\u00f9ng Blog Tuy\u1ec3n D\u1ee5ng t\u00ecm hi\u1ec3u v\u1ec1 b\u1ea3n ch\u1ea5t, quy tr\u00ecnh v\u00e0 \u01b0u nh\u01b0\u1ee3c \u0111i\u1ec3m c\u1ee7a c\u00f4ng c\u1ee5 n\u00e0y \u0111\u1ec3 \u00e1p d\u1ee5ng \u0111\u00fang c\u00e1ch cho ch\u00ednh doanh [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":8695,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[1155,1156],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.12 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t \u2013 Prescriptive Analytics | Th\u00f4ng tin t\u1eeb A - Z<\/title>\n<meta name=\"description\" content=\"Prescriptive Analytics l\u00e0 m\u1ed9t d\u1ea1ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap doanh nghi\u1ec7p \u0111\u1ec1 ra nh\u1eefng ph\u01b0\u01a1ng h\u01b0\u1edbng \u0111\u00fang \u0111\u1eafn, c\u00f9ng t\u00ecm hi\u1ec3u chi ti\u1ebft t\u1ea1i b\u00e0i vi\u1ebft\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t \u2013 Prescriptive Analytics | Th\u00f4ng tin t\u1eeb A - Z\" \/>\n<meta property=\"og:description\" content=\"Prescriptive Analytics l\u00e0 m\u1ed9t d\u1ea1ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u gi\u00fap doanh nghi\u1ec7p \u0111\u1ec1 ra nh\u1eefng ph\u01b0\u01a1ng h\u01b0\u1edbng \u0111\u00fang \u0111\u1eafn, c\u00f9ng t\u00ecm hi\u1ec3u chi ti\u1ebft t\u1ea1i b\u00e0i vi\u1ebft\" \/>\n<meta property=\"og:url\" content=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog th\u00f4ng tin tuy\u1ec3n d\u1ee5ng\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-15T02:21:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-09T07:29:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/tuyendung.topcv.vn\/bai-viet\/wp-content\/uploads\/2023\/11\/prescriptive-analytics-TopCV-0.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tuyendung.topcv.vn\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tuyendung.topcv.vn\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"19 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/tuyendung.topcv.vn\/bai-viet\/prescriptive-analytics-la-gi\/\"},\"author\":{\"name\":\"Tuyendung.topcv.vn\",\"@id\":\"https:\/\/tuyendung.topcv.vn\/bai-viet\/#\/schema\/person\/4a2233016f835cdf753c7cc20d37c7a1\"},\"headline\":\"Ph\u00e2n t\u00edch \u0111\u1ec1 xu\u1ea5t \u2013 Prescriptive Analytics | Th\u00f4ng tin t\u1eeb A &#8211; 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