{"id":545,"date":"2024-10-07T09:10:02","date_gmt":"2024-10-07T02:10:02","guid":{"rendered":"https:\/\/metric.vn\/insights\/?p=545"},"modified":"2024-10-15T10:11:18","modified_gmt":"2024-10-15T03:11:18","slug":"phan-tich-du-lieu-lon","status":"publish","type":"post","link":"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/","title":{"rendered":"\u1ee8ng d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh \u0111i\u1ec3n h\u00ecnh nh\u1ea5t"},"content":{"rendered":"\r\n<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (Big Data) l\u00e0 m\u1ed9t xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd, mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch to l\u1edbn cho c\u00e1c doanh nghi\u1ec7p. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a d\u1eef li\u1ec7u, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 th\u1ecb tr\u01b0\u1eddng, kh\u00e1ch h\u00e0ng, t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb cho kh\u00e1ch h\u00e0ng. H\u00e3y c\u00f9ng <strong><a title=\"Metric\" href=\"https:\/\/metric.vn\/?utm_source=searchwebsite&amp;utm_medium=test_insights&amp;utm_campaign=content_seo_0510\" target=\"_blank\" rel=\"noopener\">Metric<\/a><\/strong> t\u00ecm hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh v\u00e0 \u1ee9ng d\u1ee5ng trong th\u1ef1c ti\u1ec5n hi\u1ec7n nay nh\u01b0 th\u1ebf n\u00e0o qua b\u00e0i vi\u1ebft d\u01b0\u1edbi \u0111\u00e2y.<\/p>\r\n\r\n\r\n\r\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 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 ez-toc-toggle\" style=\"cursor: pointer\">N\u1ed9i dung ch&iacute;nh<\/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:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#phan_tich_du_lieu_lon_la_gi\" title=\"Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn l\u00e0 g\u00ec?\">Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn 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:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#vai_tro_phan_tich_du_lieu_lon_trong_kinh_doanh_cua_doanh_nghiep\" title=\"Vai tr\u00f2 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh c\u1ee7a doanh nghi\u1ec7p\">Vai tr\u00f2 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh c\u1ee7a doanh nghi\u1ec7p<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#tiep_thi_nham_muc_tieu\" title=\"Ti\u1ebfp th\u1ecb nh\u1eafm m\u1ee5c ti\u00eau\">Ti\u1ebfp th\u1ecb nh\u1eafm m\u1ee5c ti\u00eau<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#toi_uu_hoa_gia_ca\" title=\"T\u1ed1i \u01b0u h\u00f3a gi\u00e1 c\u1ea3\">T\u1ed1i \u01b0u h\u00f3a gi\u00e1 c\u1ea3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#du_doan_nhu_cau\" title=\"D\u1ef1 \u0111o\u00e1n nhu c\u1ea7u\">D\u1ef1 \u0111o\u00e1n nhu c\u1ea7u<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#nang_cao_dich_vu_khach_hang\" title=\"N\u00e2ng cao d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng\">N\u00e2ng cao d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#phat_hien_gian_lan\" title=\"Ph\u00e1t hi\u1ec7n gian l\u1eadn\">Ph\u00e1t hi\u1ec7n gian l\u1eadn<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#phan_tich_chuoi_cung_ung\" title=\"Ph\u00e2n t\u00edch chu\u1ed7i cung \u1ee9ng\">Ph\u00e2n t\u00edch chu\u1ed7i cung \u1ee9ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#nghien_cuu_va_phat_trien_san_pham\" title=\"Nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m\">Nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m<\/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:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#ung_dung_phan_tich_du_lieu_lon_trong_cac_linh_vuc\" title=\"\u1ee8ng d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong c\u00e1c l\u0129nh v\u1ef1c\">\u1ee8ng d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong c\u00e1c l\u0129nh v\u1ef1c<\/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:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#linh_vuc_y_te\" title=\"L\u0129nh v\u1ef1c Y t\u1ebf\">L\u0129nh v\u1ef1c Y t\u1ebf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#linh_vuc_tai_chinh\" title=\"L\u0129nh v\u1ef1c t\u00e0i ch\u00ednh\">L\u0129nh v\u1ef1c t\u00e0i ch\u00ednh<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#linh_vuc_giao_duc\" title=\"L\u0129nh v\u1ef1c gi\u00e1o d\u1ee5c\">L\u0129nh v\u1ef1c gi\u00e1o d\u1ee5c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#linh_vuc_nong_nghiep\" title=\"L\u0129nh v\u1ef1c n\u00f4ng nghi\u1ec7p\">L\u0129nh v\u1ef1c n\u00f4ng nghi\u1ec7p<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#linh_vuc_giao_thong_van_tai\" title=\"L\u0129nh v\u1ef1c giao th\u00f4ng v\u1eadn t\u1ea3i\">L\u0129nh v\u1ef1c giao th\u00f4ng v\u1eadn t\u1ea3i<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#an_ninh_quoc_gia\" title=\"An ninh qu\u1ed1c gia\">An ninh qu\u1ed1c gia<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#moi_truong\" title=\"M\u00f4i tr\u01b0\u1eddng\">M\u00f4i tr\u01b0\u1eddng<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#vi_du_thuc_tien_ung_dung_phan_tich_du_lieu_lon_trong_kinh_doanh\" title=\"V\u00ed d\u1ee5 th\u1ef1c ti\u1ec5n \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh\">V\u00ed d\u1ee5 th\u1ef1c ti\u1ec5n \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#amazon_%e2%80%93_ga_khong_lo_thuong_mai_dien_tu\" title=\"Amazon &#8211; G\u00e3 kh\u1ed5ng l\u1ed3 th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed\">Amazon &#8211; G\u00e3 kh\u1ed5ng l\u1ed3 th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#walmart_%e2%80%93_de_che_ban_le_khong_lo_cua_my\" title=\"Walmart &#8211; \u0110\u1ebf ch\u1ebf b\u00e1n l\u1ebb kh\u1ed5ng l\u1ed3 c\u1ee7a M\u1ef9\">Walmart &#8211; \u0110\u1ebf ch\u1ebf b\u00e1n l\u1ebb kh\u1ed5ng l\u1ed3 c\u1ee7a M\u1ef9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#viettel_%e2%80%93_tap_doan_vien_thong_hang_dau_viet_nam\" title=\"Viettel &#8211; T\u1eadp \u0111o\u00e0n vi\u1ec5n th\u00f4ng h\u00e0ng \u0111\u1ea7u Vi\u1ec7t Nam\">Viettel &#8211; T\u1eadp \u0111o\u00e0n vi\u1ec5n th\u00f4ng h\u00e0ng \u0111\u1ea7u Vi\u1ec7t Nam<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/metric.vn\/insights\/phan-tich-du-lieu-lon\/#metricvn_%e2%80%93_nen_tang_phan_tich_du_lieu_ecommerce_dua_tren_big_data\" title=\"Metric.vn &#8211; N\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u Ecommerce d\u1ef1a tr\u00ean Big Data\">Metric.vn &#8211; N\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u Ecommerce d\u1ef1a tr\u00ean Big Data<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"phan_tich_du_lieu_lon_la_gi\"><\/span>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (Big Data Analytics) l\u00e0 qu\u00e1 tr\u00ecnh thu th\u1eadp, x\u1eed l\u00fd, ph\u00e2n t\u00edch kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 (<a title=\"Big Data\" href=\"https:\/\/vi.wikipedia.org\/wiki\/D%E1%BB%AF_li%E1%BB%87u_l%E1%BB%9Bn\" target=\"_blank\" rel=\"noopener nofollow\">Big Data<\/a>) nh\u1eb1m ph\u00e1t hi\u1ec7n ra nh\u1eefng th\u00f4ng tin c\u00f3 gi\u00e1 tr\u1ecb, h\u1eefu \u00edch, h\u1ed7 tr\u1ee3 vi\u1ec7c \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n. D\u1eef li\u1ec7u l\u1edbn c\u00f3 th\u1ec3 bao g\u1ed3m nhi\u1ec1u lo\u1ea1i kh\u00e1c nhau nh\u01b0 d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng, d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng website, d\u1eef li\u1ec7u m\u1ea1ng x\u00e3 h\u1ed9i, d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng,&#8230;<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"vai_tro_phan_tich_du_lieu_lon_trong_kinh_doanh_cua_doanh_nghiep\"><\/span>Vai tr\u00f2 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh c\u1ee7a doanh nghi\u1ec7p<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111ang thay \u0111\u1ed5i c\u00e1ch th\u1ee9c c\u00e1c doanh nghi\u1ec7p v\u1eadn h\u00e0nh v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh, mang l\u1ea1i l\u1ee3i \u00edch to l\u1edbn cho nhi\u1ec1u kh\u00eda c\u1ea1nh kinh doanh.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"tiep_thi_nham_muc_tieu\"><\/span>Ti\u1ebfp th\u1ecb nh\u1eafm m\u1ee5c ti\u00eau<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn gi\u00fap doanh nghi\u1ec7p hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng ti\u1ec1m n\u0103ng. Th\u00f4ng qua vi\u1ec7c ph\u00e2n t\u00edch h\u00e0nh vi mua h\u00e0ng, s\u1edf th\u00edch, m\u1ea1ng x\u00e3 h\u1ed9i, doanh nghi\u1ec7p c\u00f3 th\u1ec3 chia kh\u00e1ch h\u00e0ng th\u00e0nh c\u00e1c ph\u00e2n kh\u00fac c\u1ee5 th\u1ec3. T\u1eeb \u0111\u00f3, c\u00e1c chi\u1ebfn d\u1ecbch marketing \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a, nh\u1eafm m\u1ee5c ti\u00eau ch\u00ednh x\u00e1c \u0111\u1ebfn t\u1eebng nh\u00f3m kh\u00e1ch h\u00e0ng, t\u0103ng hi\u1ec7u qu\u1ea3 v\u00e0 t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed. V\u00ed d\u1ee5, m\u1ed9t trang web th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u mua h\u00e0ng c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c khuy\u1ebfn m\u00e3i v\u00e0 qu\u1ea3ng c\u00e1o ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u00e1 nh\u00e2n c\u1ee7a t\u1eebng ng\u01b0\u1eddi.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"toi_uu_hoa_gia_ca\"><\/span>T\u1ed1i \u01b0u h\u00f3a gi\u00e1 c\u1ea3<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong kinh doanh cho ph\u00e9p doanh nghi\u1ec7p \u0111\u01b0a ra m\u1ee9c gi\u00e1 ph\u00f9 h\u1ee3p nh\u1ea5t cho t\u1eebng s\u1ea3n ph\u1ea9m\/d\u1ecbch v\u1ee5, d\u1ef1a tr\u00ean y\u1ebfu t\u1ed1 c\u1ea1nh tranh th\u1ecb tr\u01b0\u1eddng, nhu c\u1ea7u kh\u00e1ch h\u00e0ng v\u00e0 chi ph\u00ed s\u1ea3n xu\u1ea5t. R\u1ea5t nhi\u1ec1u h\u00e3ng h\u00e0ng kh\u00f4ng hi\u1ec7n nay \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 gi\u00e1 v\u00e9 m\u00e1y bay, s\u1ed1 l\u01b0\u1ee3ng ch\u1ed7 tr\u1ed1ng v\u00e0 nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh gi\u00e1 v\u00e9 linh ho\u1ea1t, t\u1ed1i \u01b0u h\u00f3a l\u1ee3i nhu\u1eadn.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"du_doan_nhu_cau\"><\/span>D\u1ef1 \u0111o\u00e1n nhu c\u1ea7u<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>D\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a s\u1ea3n xu\u1ea5t, qu\u1ea3n l\u00fd kho h\u00e0ng v\u00e0 gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed. Th\u00f4ng qua vi\u1ec7c ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1ecbch s\u1eed, xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng, th\u1eddi ti\u1ebft, c\u00e1c s\u1ef1 ki\u1ec7n,&#8230; doanh nghi\u1ec7p c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u s\u1ea3n ph\u1ea9m trong t\u01b0\u01a1ng lai. M\u1ed9t nh\u00e0 kinh doanh tr\u00ean s\u00e0n th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n l\u01b0\u1ee3ng h\u00e0ng h\u00f3a c\u1ea7n nh\u1eadp kho d\u1ef1a tr\u00ean d\u1eef li\u1ec7u b\u00e1n h\u00e0ng c\u1ee7a c\u00e1c m\u00f9a tr\u01b0\u1edbc, d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft v\u00e0 c\u00e1c s\u1ef1 ki\u1ec7n s\u1eafp t\u1edbi.<\/p>\r\n\r\n\r\n\r\n<p><strong><em>&gt;&gt; Xem th\u00eam: <a title=\"B\u1eaft \u0111\u1ea7u kinh doanh th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed t\u1eeb con s\u1ed1 0 trong 7 b\u01b0\u1edbc\" href=\"https:\/\/metric.vn\/insights\/kinh-doanh-thuong-mai-dien-tu\/\" target=\"_blank\" rel=\"noopener\">B\u1eaft \u0111\u1ea7u kinh doanh th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed t\u1eeb con s\u1ed1 0 trong 7 b\u01b0\u1edbc<\/a><\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"nang_cao_dich_vu_khach_hang\"><\/span>N\u00e2ng cao d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn gi\u00fap doanh nghi\u1ec7p hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 tr\u1ea3i nghi\u1ec7m c\u1ee7a kh\u00e1ch h\u00e0ng, t\u1eeb \u0111\u00f3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5. Th\u00f4ng qua ph\u00e2n t\u00edch ph\u1ea3n h\u1ed3i c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean m\u1ea1ng x\u00e3 h\u1ed9i, \u0111\u00e1nh gi\u00e1, email,&#8230; doanh nghi\u1ec7p c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n c\u00e1c v\u1ea5n \u0111\u1ec1 th\u01b0\u1eddng g\u1eb7p, \u0111\u01b0a ra gi\u1ea3i ph\u00e1p c\u1ea3i thi\u1ec7n \u0111\u1ec3 t\u1eeb \u0111\u00f3 cung c\u1ea5p d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"phat_hien_gian_lan\"><\/span>Ph\u00e1t hi\u1ec7n gian l\u1eadn<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn gi\u00fap doanh nghi\u1ec7p ph\u00e1t hi\u1ec7n v\u00e0 ng\u0103n ch\u1eb7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng gian l\u1eadn, \u0111\u1ea3m b\u1ea3o an ninh th\u00f4ng tin v\u00e0 t\u00e0i ch\u00ednh. \u0110\u1eb7c bi\u1ec7t c\u00e1c ng\u00e2n h\u00e0ng hi\u1ec7n nay \u0111\u1ec1u \u0111\u00e3 s\u1eed d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng giao d\u1ecbch b\u1ea5t th\u01b0\u1eddng, t\u1eeb \u0111\u00f3 ng\u0103n ch\u1eb7n vi\u1ec7c gian l\u1eadn thanh to\u00e1n.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"phan_tich_chuoi_cung_ung\"><\/span>Ph\u00e2n t\u00edch chu\u1ed7i cung \u1ee9ng<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>\u00c1p d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh gi\u00fap doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a chu\u1ed7i cung \u1ee9ng, t\u1eeb vi\u1ec7c qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho, v\u1eadn chuy\u1ec3n \u0111\u1ebfn ph\u00e2n ph\u1ed1i. V\u00ed d\u1ee5, m\u1ed9t c\u00f4ng ty s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 chu k\u1ef3 s\u1ea3n xu\u1ea5t, nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng v\u00e0 th\u1eddi gian v\u1eadn chuy\u1ec3n \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t, gi\u1ea3m thi\u1ec3u chi ph\u00ed v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"nghien_cuu_va_phat_trien_san_pham\"><\/span>Nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn gi\u00fap doanh nghi\u1ec7p hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 nhu c\u1ea7u c\u1ee7a th\u1ecb tr\u01b0\u1eddng, t\u1eeb \u0111\u00f3 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m m\u1edbi, c\u1ea3i ti\u1ebfn s\u1ea3n ph\u1ea9m hi\u1ec7n c\u00f3 ph\u00f9 h\u1ee3p v\u1edbi th\u1ecb hi\u1ebfu c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ung_dung_phan_tich_du_lieu_lon_trong_cac_linh_vuc\"><\/span>\u1ee8ng d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong c\u00e1c l\u0129nh v\u1ef1c<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn kh\u00f4ng ch\u1ec9 \u1ee9ng d\u1ee5ng trong kinh doanh m\u00e0 c\u00f2n m\u1edf r\u1ed9ng ra nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c, t\u1ea1o n\u00ean nh\u1eefng thay \u0111\u1ed5i t\u00edch c\u1ef1c v\u00e0 ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 v\u00ed d\u1ee5:<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"linh_vuc_y_te\"><\/span>L\u0129nh v\u1ef1c Y t\u1ebf<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Ph\u00e1t hi\u1ec7n b\u1ec7nh: Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y t\u1ebf nh\u01b0 \u1ea3nh ch\u1ee5p X-quang, MRI, CT scan \u0111\u1ec3 h\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh ch\u00ednh x\u00e1c h\u01a1n v\u00e0 nhanh ch\u00f3ng h\u01a1n.<\/li>\r\n\r\n\r\n\r\n<li>C\u00e1 nh\u00e2n h\u00f3a \u0111i\u1ec1u tr\u1ecb: T\u00f9y ch\u1ec9nh ph\u01b0\u01a1ng ph\u00e1p \u0111i\u1ec1u tr\u1ecb ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng b\u1ec7nh nh\u00e2n d\u1ef1a tr\u00ean th\u00f4ng tin di truy\u1ec1n, l\u1ecbch s\u1eed b\u1ec7nh \u00e1n, ph\u1ea3n \u1ee9ng thu\u1ed1c,&#8230;<\/li>\r\n\r\n\r\n\r\n<li>Nghi\u00ean c\u1ee9u y h\u1ecdc: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u00e2m s\u00e0ng, d\u1eef li\u1ec7u nghi\u00ean c\u1ee9u \u0111\u1ec3 ph\u00e1t tri\u1ec3n thu\u1ed1c m\u1edbi, ph\u01b0\u01a1ng ph\u00e1p \u0111i\u1ec1u tr\u1ecb hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\r\n\r\n\r\n\r\n<li>Qu\u1ea3n l\u00fd b\u1ec7nh vi\u1ec7n: T\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng gi\u01b0\u1eddng b\u1ec7nh, qu\u1ea3n l\u00fd ngu\u1ed3n l\u1ef1c, n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ec7nh vi\u1ec7n.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"linh_vuc_tai_chinh\"><\/span>L\u0129nh v\u1ef1c t\u00e0i ch\u00ednh<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Ph\u00e1t hi\u1ec7n gian l\u1eadn: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u giao d\u1ecbch, h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u1ea5t th\u01b0\u1eddng, nghi ng\u1edd gian l\u1eadn, b\u1ea3o v\u1ec7 t\u00e0i s\u1ea3n c\u1ee7a kh\u00e1ch h\u00e0ng.<\/li>\r\n\r\n\r\n\r\n<li>Qu\u1ea3n l\u00fd r\u1ee7i ro: \u0110\u00e1nh gi\u00e1 r\u1ee7i ro t\u00edn d\u1ee5ng, r\u1ee7i ro th\u1ecb tr\u01b0\u1eddng, gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0, cho vay an to\u00e0n h\u01a1n.<\/li>\r\n\r\n\r\n\r\n<li>Ph\u00e2n t\u00edch th\u1ecb tr\u01b0\u1eddng: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng t\u00e0i ch\u00ednh \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111\u1ea7u t\u01b0 hi\u1ec7u qu\u1ea3, t\u1ed1i \u01b0u h\u00f3a l\u1ee3i nhu\u1eadn.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"linh_vuc_giao_duc\"><\/span>L\u0129nh v\u1ef1c gi\u00e1o d\u1ee5c<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>C\u00e1 nh\u00e2n h\u00f3a h\u1ecdc t\u1eadp: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u1ecdc t\u1eadp, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra k\u1ebf ho\u1ea1ch ph\u00f9 h\u1ee3p, gi\u00fap h\u1ecdc sinh ti\u1ebfp thu ki\u1ebfn th\u1ee9c hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\r\n\r\n\r\n\r\n<li>\u0110\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 gi\u1ea3ng d\u1ea1y: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u1ecdc t\u1eadp, ph\u1ea3n h\u1ed3i c\u1ee7a h\u1ecdc sinh \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 gi\u1ea3ng d\u1ea1y, c\u1ea3i thi\u1ec7n ph\u01b0\u01a1ng ph\u00e1p gi\u1ea3ng d\u1ea1y.<\/li>\r\n\r\n\r\n\r\n<li>D\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 h\u1ecdc t\u1eadp: D\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 h\u1ecdc t\u1eadp c\u1ee7a h\u1ecdc sinh, gi\u00fap gi\u00e1o vi\u00ean k\u1ecbp th\u1eddi h\u1ed7 tr\u1ee3 h\u1ecdc sinh g\u1eb7p kh\u00f3 kh\u0103n.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"linh_vuc_nong_nghiep\"><\/span>L\u0129nh v\u1ef1c n\u00f4ng nghi\u1ec7p<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>T\u1ed1i \u01b0u h\u00f3a canh t\u00e1c: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00ed h\u1eadu, \u0111\u1ea5t \u0111ai, n\u0103ng su\u1ea5t c\u00e2y tr\u1ed3ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a qu\u00e1 tr\u00ecnh canh t\u00e1c, t\u0103ng n\u0103ng su\u1ea5t, gi\u1ea3m thi\u1ec3u chi ph\u00ed.<\/li>\r\n\r\n\r\n\r\n<li>Ph\u00e1t hi\u1ec7n s\u00e2u b\u1ec7nh: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u1ea3nh, video \u0111\u1ec3 ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c d\u1ea5u hi\u1ec7u s\u00e2u b\u1ec7nh h\u1ea1i c\u00e2y tr\u1ed3ng, gi\u00fap n\u00f4ng d\u00e2n k\u1ecbp th\u1eddi x\u1eed l\u00fd, b\u1ea3o v\u1ec7 m\u00f9a m\u00e0ng.<\/li>\r\n\r\n\r\n\r\n<li>Qu\u1ea3n l\u00fd ngu\u1ed3n n\u01b0\u1edbc: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u01b0\u1ee3ng m\u01b0a, \u0111\u1ed9 \u1ea9m \u0111\u1ea5t \u0111\u1ec3 qu\u1ea3n l\u00fd ngu\u1ed3n n\u01b0\u1edbc hi\u1ec7u qu\u1ea3, t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c t\u01b0\u1edbi ti\u00eau.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"linh_vuc_giao_thong_van_tai\"><\/span>L\u0129nh v\u1ef1c giao th\u00f4ng v\u1eadn t\u1ea3i<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Qu\u1ea3n l\u00fd giao th\u00f4ng: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u01b0u l\u01b0\u1ee3ng giao th\u00f4ng, t\u00ecnh tr\u1ea1ng \u0111\u01b0\u1eddng x\u00e1 \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a h\u1ec7 th\u1ed1ng giao th\u00f4ng, gi\u1ea3m \u00f9n t\u1eafc, tai n\u1ea1n giao th\u00f4ng.<\/li>\r\n\r\n\r\n\r\n<li>D\u1ef1 b\u00e1o th\u1eddi gian di chuy\u1ec3n: D\u1ef1 \u0111o\u00e1n th\u1eddi gian di chuy\u1ec3n ch\u00ednh x\u00e1c h\u01a1n, gi\u00fap h\u00e0nh kh\u00e1ch l\u00ean k\u1ebf ho\u1ea1ch di chuy\u1ec3n hi\u1ec7u qu\u1ea3.<\/li>\r\n\r\n\r\n\r\n<li>Qu\u1ea3n l\u00fd ph\u01b0\u01a1ng ti\u1ec7n: Qu\u1ea3n l\u00fd xe bu\u00fdt, taxi, v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a hi\u1ec7u qu\u1ea3 h\u01a1n, t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng ngu\u1ed3n l\u1ef1c.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"an_ninh_quoc_gia\"><\/span>An ninh qu\u1ed1c gia<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Ph\u00e1t hi\u1ec7n kh\u1ee7ng b\u1ed1: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u00f4ng tin, d\u1eef li\u1ec7u m\u1ea1ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng nghi ng\u1edd kh\u1ee7ng b\u1ed1, b\u1ea3o v\u1ec7 an ninh qu\u1ed1c gia.<\/li>\r\n\r\n\r\n\r\n<li>Ki\u1ec3m so\u00e1t bi\u00ean gi\u1edbi: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u nh\u1eadp c\u1ea3nh, xu\u1ea5t c\u1ea3nh \u0111\u1ec3 ki\u1ec3m so\u00e1t bi\u00ean gi\u1edbi hi\u1ec7u qu\u1ea3, ph\u00f2ng ch\u1ed1ng t\u1ed9i ph\u1ea1m xuy\u00ean qu\u1ed1c gia.<\/li>\r\n\r\n\r\n\r\n<li>Ph\u00f2ng ch\u1ed1ng t\u1ed9i ph\u1ea1m: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1ed9i ph\u1ea1m \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c khu v\u1ef1c nguy hi\u1ec3m, ph\u00f2ng ch\u1ed1ng t\u1ed9i ph\u1ea1m hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"moi_truong\"><\/span>M\u00f4i tr\u01b0\u1eddng<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Theo d\u00f5i bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00ed h\u1eadu, m\u00f4i tr\u01b0\u1eddng \u0111\u1ec3 theo d\u00f5i bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu, d\u1ef1 b\u00e1o c\u00e1c th\u1ea3m h\u1ecda thi\u00ean tai.<\/li>\r\n\r\n\r\n\r\n<li>Qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng n\u01b0\u1edbc: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng n\u01b0\u1edbc, \u00f4 nhi\u1ec5m m\u00f4i tr\u01b0\u1eddng \u0111\u1ec3 ki\u1ec3m so\u00e1t \u00f4 nhi\u1ec5m m\u00f4i tr\u01b0\u1eddng n\u01b0\u1edbc.<\/li>\r\n\r\n\r\n\r\n<li>B\u1ea3o t\u1ed3n \u0111\u1ed9ng v\u1eadt hoang d\u00e3: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 \u0111\u1ed9ng v\u1eadt hoang d\u00e3 \u0111\u1ec3 b\u1ea3o t\u1ed3n c\u00e1c lo\u00e0i \u0111\u1ed9ng v\u1eadt qu\u00fd hi\u1ebfm, b\u1ea3o v\u1ec7 \u0111a d\u1ea1ng sinh h\u1ecdc.<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p>T\u00f3m l\u1ea1i, vi\u1ec7c \u1ee9ng d\u1ee5ng Big Data gi\u00fap gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p, n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng, \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 mang \u0111\u1ebfn nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 cho x\u00e3 h\u1ed9i.<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"vi_du_thuc_tien_ung_dung_phan_tich_du_lieu_lon_trong_kinh_doanh\"><\/span>V\u00ed d\u1ee5 th\u1ef1c ti\u1ec5n \u1ee9ng d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh<span class=\"ez-toc-section-end\"><\/span><\/h2>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"amazon_%e2%80%93_ga_khong_lo_thuong_mai_dien_tu\"><\/span>Amazon &#8211; G\u00e3 kh\u1ed5ng l\u1ed3 th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>Amazon thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn t\u1eeb l\u1ecbch s\u1eed mua h\u00e0ng, h\u00e0nh vi duy\u1ec7t web, s\u1edf th\u00edch, \u0111\u00e1nh gi\u00e1 c\u1ee7a ng\u01b0\u1eddi d\u00f9ng \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m ph\u00f9 h\u1ee3p, c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m mua h\u00e0ng. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn t\u0103ng t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i v\u00e0 doanh thu \u0111\u00e1ng k\u1ec3. B\u00ean c\u1ea1nh \u0111\u00f3, Amazon d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c nhu c\u1ea7u s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean d\u1eef li\u1ec7u l\u1ecbch s\u1eed, xu h\u01b0\u1edbng th\u1ecb tr\u01b0\u1eddng, gi\u00fap t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd kho h\u00e0ng, s\u1ea3n xu\u1ea5t v\u00e0 ph\u00e2n ph\u1ed1i, gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed v\u00e0 t\u0103ng hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/p>\r\n\r\n\r\n\r\n<p>Kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c c\u00e1 nh\u00e2n h\u00f3a tr\u1ea3i nghi\u1ec7m mua h\u00e0ng, Amazon c\u00f2n s\u1eed d\u1ee5ng Big Data \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a gi\u00e1 c\u1ea3 cho t\u1eebng s\u1ea3n ph\u1ea9m, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng, nhu c\u1ea7u kh\u00e1ch h\u00e0ng v\u00e0 chi ph\u00ed s\u1ea3n xu\u1ea5t. Nh\u1edd \u0111\u00f3, Amazon \u0111\u01b0a ra m\u1ee9c gi\u00e1 c\u1ea1nh tranh, t\u1ed1i \u01b0u h\u00f3a l\u1ee3i nhu\u1eadn v\u00e0 v\u1eabn gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"walmart_%e2%80%93_de_che_ban_le_khong_lo_cua_my\"><\/span>Walmart &#8211; \u0110\u1ebf ch\u1ebf b\u00e1n l\u1ebb kh\u1ed5ng l\u1ed3 c\u1ee7a M\u1ef9<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>Walmart \u0111\u01b0\u1ee3c xem l\u00e0 \u0111\u1ebf ch\u1ebf b\u00e1n l\u1ebb kh\u1ed5ng l\u1ed3 c\u1ee7a M\u1ef9, l\u00e0 m\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh cho th\u1ea5y s\u1ee9c m\u1ea1nh c\u1ee7a Big Data trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh. Walmart thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn t\u1eeb h\u00e0ng tri\u1ec7u giao d\u1ecbch, h\u00e0nh vi mua h\u00e0ng c\u1ee7a kh\u00e1ch h\u00e0ng, d\u1eef li\u1ec7u kho h\u00e0ng, d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft, t\u00ecnh h\u00ecnh giao th\u00f4ng,&#8230; T\u1eeb \u0111\u00f3, h\u1ecd ph\u00e2n t\u00edch v\u00e0 \u1ee9ng d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh hi\u1ec7u qu\u1ea3, t\u1ed1i \u01b0u h\u00f3a m\u1ecdi ho\u1ea1t \u0111\u1ed9ng, t\u1eeb qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng \u0111\u1ebfn marketing, b\u00e1n h\u00e0ng.<\/p>\r\n\r\n\r\n\r\n<p>M\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt c\u1ee7a Big Data t\u1ea1i Walmart l\u00e0 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u ch\u00ednh x\u00e1c. Walmart ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1ecbch s\u1eed mua h\u00e0ng, d\u1ef1 b\u00e1o th\u1eddi ti\u1ebft, ng\u00e0y l\u1ec5, xu h\u01b0\u1edbng ti\u00eau d\u00f9ng \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u s\u1ea3n ph\u1ea9m trong t\u01b0\u01a1ng lai, t\u1eeb \u0111\u00f3 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c nh\u1eadp h\u00e0ng, qu\u1ea3n l\u00fd kho h\u00e0ng, gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed v\u00e0 \u0111\u1ea3m b\u1ea3o \u0111\u1ee7 h\u00e0ng h\u00f3a \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\r\n\r\n\r\n\r\n<p>B\u00ean c\u1ea1nh vi\u1ec7c d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u, Walmart c\u00f2n s\u1eed d\u1ee5ng Big Data \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng. H\u1ecd ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 th\u1eddi gian v\u1eadn chuy\u1ec3n, t\u00ecnh h\u00ecnh giao th\u00f4ng, nhu c\u1ea7u c\u1ee7a t\u1eebng khu v\u1ef1c \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh l\u01b0\u1ee3ng h\u00e0ng h\u00f3a, tuy\u1ebfn \u0111\u01b0\u1eddng v\u1eadn chuy\u1ec3n, gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u00e0 chi ph\u00ed logistics.<\/p>\r\n\r\n\r\n\r\n<p>Ngo\u00e0i ra, Walmart c\u00f2n s\u1eed d\u1ee5ng Big Data \u0111\u1ec3 qu\u1ea3n l\u00fd gi\u00e1 c\u1ea3, \u0111\u1ea3m b\u1ea3o c\u1ea1nh tranh. H\u1ecd ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 gi\u00e1 c\u1ea3 c\u1ee7a \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh, nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh gi\u00e1 c\u1ea3 ph\u00f9 h\u1ee3p, t\u1ed1i \u01b0u h\u00f3a l\u1ee3i nhu\u1eadn v\u00e0 gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng.<\/p>\r\n\r\n\r\n\r\n<p>Vi\u1ec7c \u1ee9ng d\u1ee5ng Big Data gi\u00fap Walmart t\u1ed1i \u01b0u h\u00f3a m\u1ecdi ho\u1ea1t \u0111\u1ed9ng kinh doanh, t\u1eeb d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u, qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng, marketing \u0111\u1ebfn qu\u1ea3n l\u00fd gi\u00e1 c\u1ea3, t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh, n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 mang \u0111\u1ebfn tr\u1ea3i nghi\u1ec7m mua s\u1eafm t\u1ed1t nh\u1ea5t cho kh\u00e1ch h\u00e0ng.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"viettel_%e2%80%93_tap_doan_vien_thong_hang_dau_viet_nam\"><\/span>Viettel &#8211; T\u1eadp \u0111o\u00e0n vi\u1ec5n th\u00f4ng h\u00e0ng \u0111\u1ea7u Vi\u1ec7t Nam<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p>T\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh c\u1ee7a Big Data \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh v\u00e0 t\u1ea1o ra nh\u1eefng d\u1ecbch v\u1ee5 m\u1edbi, ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u \u0111a d\u1ea1ng c\u1ee7a kh\u00e1ch h\u00e0ng. Viettel thu th\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 t\u1eeb c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a kh\u00e1ch h\u00e0ng tr\u00ean m\u1ea1ng l\u01b0\u1edbi vi\u1ec5n th\u00f4ng, bao g\u1ed3m: l\u1ecbch s\u1eed cu\u1ed9c g\u1ecdi, s\u1eed d\u1ee5ng data, nh\u1eafn tin, truy c\u1eadp internet, s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 gi\u00e1 tr\u1ecb gia t\u0103ng,&#8230; T\u1eeb \u0111\u00f3, h\u1ecd ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c kinh doanh hi\u1ec7u qu\u1ea3, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng v\u00e0 t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>\r\n\r\n\r\n\r\n<p>M\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt c\u1ee7a Big Data t\u1ea1i Viettel l\u00e0 ph\u00e2n t\u00edch h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng. Viettel s\u1eed d\u1ee5ng d\u1eef li\u1ec7u v\u1ec1 l\u1ecbch s\u1eed cu\u1ed9c g\u1ecdi, s\u1eed d\u1ee5ng data, nh\u1eafn tin c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 nhu c\u1ea7u, s\u1edf th\u00edch, h\u00e0nh vi s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 c\u1ee7a t\u1eebng nh\u00f3m kh\u00e1ch h\u00e0ng. T\u1eeb \u0111\u00f3, h\u1ecd \u0111\u01b0a ra c\u00e1c g\u00f3i c\u01b0\u1edbc, khuy\u1ebfn m\u00e3i ph\u00f9 h\u1ee3p, thu h\u00fat v\u00e0 gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng hi\u1ec7u qu\u1ea3 h\u01a1n.\u00a0<\/p>\r\n\r\n\r\n\r\n<p>B\u00ean c\u1ea1nh vi\u1ec7c c\u00e1 nh\u00e2n h\u00f3a d\u1ecbch v\u1ee5, Viettel c\u00f2n s\u1eed d\u1ee5ng Big Data \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd m\u1ea1ng l\u01b0\u1edbi. H\u1ecd ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp, t\u00ecnh tr\u1ea1ng m\u1ea1ng l\u01b0\u1edbi, \u0111i\u1ec3m n\u00f3ng \u0111\u1ec3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5, gi\u1ea3m thi\u1ec3u l\u1ed7i m\u1ea1ng, \u0111\u1ea3m b\u1ea3o s\u1ef1 \u1ed5n \u0111\u1ecbnh cho m\u1ea1ng l\u01b0\u1edbi vi\u1ec5n th\u00f4ng.<\/p>\r\n\r\n\r\n\r\n<p>Ngo\u00e0i ra, Viettel c\u00f2n s\u1eed d\u1ee5ng Big Data \u0111\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 ng\u0103n ch\u1eb7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng gian l\u1eadn, b\u1ea3o v\u1ec7 an ninh m\u1ea1ng. H\u1ecd ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1ec1 c\u00e1c cu\u1ed9c g\u1ecdi b\u1ea5t th\u01b0\u1eddng, s\u1eed d\u1ee5ng data b\u1ea5t h\u1ee3p ph\u00e1p, t\u1eeb \u0111\u00f3 ph\u00e1t hi\u1ec7n v\u00e0 x\u1eed l\u00fd c\u00e1c tr\u01b0\u1eddng h\u1ee3p gian l\u1eadn, b\u1ea3o v\u1ec7 quy\u1ec1n l\u1ee3i c\u1ee7a kh\u00e1ch h\u00e0ng v\u00e0 \u0111\u1ea3m b\u1ea3o an ninh m\u1ea1ng l\u01b0\u1edbi.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"metricvn_%e2%80%93_nen_tang_phan_tich_du_lieu_ecommerce_dua_tren_big_data\"><\/span>Metric.vn &#8211; N\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u Ecommerce d\u1ef1a tr\u00ean Big Data<span class=\"ez-toc-section-end\"><\/span><\/h3>\r\n\r\n\r\n\r\n<p><strong><a title=\"Metric\" href=\"https:\/\/metric.vn\/?utm_source=searchwebsite&amp;utm_medium=test_insights&amp;utm_campaign=content_seo_0510\" target=\"_blank\" rel=\"noopener\">Metric<\/a> <\/strong>l\u00e0 n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam d\u1ef1a tr\u00ean Big Data, \u0111\u00e3 ch\u1ee9ng minh s\u1ee9c m\u1ea1nh c\u1ee7a d\u1eef li\u1ec7u trong vi\u1ec7c gi\u00fap c\u00e1c doanh nghi\u1ec7p t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng kinh doanh v\u00e0 \u0111\u01b0a ra c\u00e1c chi\u1ebfn l\u01b0\u1ee3c hi\u1ec7u qu\u1ea3. Metric thu th\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 t\u1eeb c\u00e1c s\u00e0n th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed l\u1edbn (Shopee, Tiki, Lazada, Tik Tok Shop,&#8230;) bao g\u1ed3m: h\u00e0nh vi ng\u01b0\u1eddi d\u00f9ng, l\u1ecbch s\u1eed mua h\u00e0ng, d\u1eef li\u1ec7u s\u1ea3n ph\u1ea9m, d\u1eef li\u1ec7u th\u1ecb tr\u01b0\u1eddng, \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh&#8230; T\u1eeb \u0111\u00f3, Metric ph\u00e2n t\u00edch v\u00e0 cung c\u1ea5p cho c\u00e1c doanh nghi\u1ec7p nh\u1eefng th\u00f4ng tin chi ti\u1ebft, gi\u00fap h\u1ecd hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 kh\u00e1ch h\u00e0ng, th\u1ecb tr\u01b0\u1eddng, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh ph\u00f9 h\u1ee3p v\u00e0 t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng.<\/p>\r\n\r\n\r\n\r\n<p>Metric c\u0169ng cung c\u1ea5p cho c\u00e1c doanh nghi\u1ec7p nh\u1eefng <a title=\"b\u00e1o c\u00e1o nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng\" href=\"https:\/\/metric.vn\/insights\/bao-cao-nghien-cuu-thi-truong\/\" target=\"_blank\" rel=\"noopener\"><strong>b\u00e1o c\u00e1o nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng<\/strong><\/a> chi ti\u1ebft, gi\u00fap h\u1ecd hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh, xu h\u01b0\u1edbng ti\u00eau d\u00f9ng, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh kinh doanh nhanh ch\u00f3ng g\u1ea5p 5 l\u1ea7n. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 so s\u00e1nh hi\u1ec7u qu\u1ea3 s\u1ea3n ph\u1ea9m, gi\u00e1 b\u00e1n, d\u1ecbch v\u1ee5 c\u1ee7a m\u00ecnh v\u1edbi \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh, \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t s\u1ea3n ph\u1ea9m ph\u00f9 h\u1ee3p, t\u1ed1i \u01b0u h\u00f3a chi\u1ebfn l\u01b0\u1ee3c marketing v\u00e0 t\u0103ng t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i, t\u1ea1o l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>\r\n\r\n\r\n\r\n<p>V\u1edbi nh\u1eefng \u1ee9ng d\u1ee5ng \u0111a d\u1ea1ng v\u00e0 hi\u1ec7u qu\u1ea3, Metric tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 \u0111\u1eafc l\u1ef1c cho h\u01a1n 1000 th\u01b0\u01a1ng hi\u1ec7u v\u00e0 nh\u00e0 b\u00e1n th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed, gi\u00fap h\u1ecd \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh kinh doanh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng, t\u0103ng hi\u1ec7u qu\u1ea3 v\u00e0 t\u1ea1o ra l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/p>\r\n\r\n\r\n\r\n<p>C\u00f3 th\u1ec3 th\u1ea5y, ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn gi\u00fap c\u00e1c doanh nghi\u1ec7p n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng, \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, t\u1ed1i \u01b0u h\u00f3a l\u1ee3i nhu\u1eadn v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb cho kh\u00e1ch h\u00e0ng. Vi\u1ec7c \u1ee9ng d\u1ee5ng Big Data \u0111ang ng\u00e0y c\u00e0ng ph\u1ed5 bi\u1ebfn t\u1ea1i Vi\u1ec7t Nam v\u00e0 tr\u00ean th\u1ebf gi\u1edbi, gi\u00fap doanh nghi\u1ec7p th\u00edch nghi v\u1edbi s\u1ef1 thay \u0111\u1ed5i c\u1ee7a th\u1ecb tr\u01b0\u1eddng, c\u1ea1nh tranh hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 t\u1ea1o ra nh\u1eefng s\u1ea3n ph\u1ea9m, d\u1ecbch v\u1ee5 m\u1edbi ph\u00f9 h\u1ee3p v\u1edbi nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\r\n\r\n\r\n\r\n<p style=\"text-align: center;\"><button class=\"btn btn-warning\" type=\"button\"><span style=\"color: #fbb825;\"><a class=\"btn btn-warning\" style=\"color: #fbb825;\" href=\"https:\/\/dangky.metric.vn\/seometric?utm_source=searchwebsite&amp;utm_medium=seo&amp;utm_campaign=content_seo&amp;pub=SEO\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"color: #ffffff;\">D\u00f9ng th\u1eed c\u00f4ng c\u1ee5 Metric<\/span><\/a><\/span><\/button><\/p>\r\n\r\n<p><script type=\"application\/ld+json\">\r\n    {\r\n\"@context\": \"http:\/\/schema.org\",\r\n  \"@type\": \"Book\",\r\n  \"aggregateRating\": {\r\n    \"@type\": \"AggregateRating\",\r\n        \"ratingValue\": \"5\",\r\n        \"bestRating\": \"5\",\r\n        \"ratingCount\": \"1\"\r\n  },\r\n  \"publisher\": {\r\n    \"@type\": \"Organization\",\r\n    \"name\": \"Metric\"\r\n  },\r\n\"name\": \"\u1ee8ng d\u1ee5ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn trong kinh doanh \u0111i\u1ec3n h\u00ecnh\"\r\n}<\/script><\/p>","protected":false},"excerpt":{"rendered":"<p>Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (Big Data) l\u00e0 m\u1ed9t xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd, mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch to l\u1edbn cho c\u00e1c doanh nghi\u1ec7p.&#46;&#46;&#46;<\/p>\n","protected":false},"author":7,"featured_media":566,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[25,26],"class_list":["post-545","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-metric","tag-big-data","tag-du-lieu-lon"],"aioseo_notices":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/metric.vn\/insights\/wp-content\/uploads\/2024\/10\/phan-tich-du-lieu-lon.png?fit=1000%2C560&ssl=1","_links":{"self":[{"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/posts\/545","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/comments?post=545"}],"version-history":[{"count":7,"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/posts\/545\/revisions"}],"predecessor-version":[{"id":628,"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/posts\/545\/revisions\/628"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/media\/566"}],"wp:attachment":[{"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/media?parent=545"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/categories?post=545"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metric.vn\/insights\/wp-json\/wp\/v2\/tags?post=545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}