{"id":427,"date":"2026-03-21T13:18:01","date_gmt":"2026-03-21T13:18:01","guid":{"rendered":"https:\/\/thuemayphotocopy.vn\/wiki\/?p=427"},"modified":"2026-03-21T13:18:01","modified_gmt":"2026-03-21T13:18:01","slug":"big-data-la-gi","status":"publish","type":"post","link":"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/","title":{"rendered":"Big Data l\u00e0 g\u00ec? Nh\u1eefng \u1ee9ng d\u1ee5ng c\u1ee7a Big Data trong cu\u1ed9c s\u1ed1ng hi\u1ec7n nay"},"content":{"rendered":"<div class=\"241efaebc7809e0e6dc5d6afdca69349\" data-index=\"1\" style=\"float: none; margin:10px 0 10px 0; text-align:center;\">\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script>\r\n<!-- post-top -->\r\n<ins class=\"adsbygoogle\"\r\n style=\"display:block\"\r\n data-ad-client=\"ca-pub-8794730743015082\"\r\n data-ad-slot=\"9204736712\"\r\n data-ad-format=\"auto\"\r\n data-full-width-responsive=\"true\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\n<\/div>\n<p style=\"text-align: justify;\">Ng\u00e0y nay, c\u00f4ng vi\u1ec7c thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1edf n\u00ean quan tr\u1ecdng trong h\u1ea7u h\u1ebft c\u00e1c ng\u00e0nh ch\u1ee7 ch\u1ed1t trong s\u01b0\u1eddn kinh t\u1ebf. H\u00ecnh th\u00e0nh n\u00ean nhu c\u1ea7u t\u00ecm hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 d\u1eef li\u1ec7u, ph\u00e2n bi\u1ec7t data l\u00e0 g\u00ec, big data l\u00e0 g\u00ec?<\/p>\n<p style=\"text-align: justify;\">C\u0169ng nh\u01b0 l\u00e0 ti\u1ebfn h\u00e0nh ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 ph\u00e2n t\u00edch big data c\u00f3 g\u00ec kh\u00e1c nhau. H\u00f4m nay, ch\u00fang ta s\u1ebd c\u00f9ng \u0111i t\u00ecm hi\u1ec3u k\u1ef9 h\u01a1n v\u1ec1 kh\u00e1i ni\u1ec7m big data l\u00e0 g\u00ec? C\u0169ng nh\u01b0 c\u00e1c \u0111\u1eb7c tr\u01b0ng ri\u00eang c\u1ee7a n\u00f3 v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a big data th\u1ec3 hi\u1ec7n r\u00f5 qua c\u00e1c l\u0129nh v\u1ef1c n\u00e0o d\u01b0\u1edbi \u0111\u00e2y nh\u00e9.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_73 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\">N\u1ed9i dung b\u00e0i vi\u1ebft<\/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 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#big-data-la-gi\" title=\"Big data l\u00e0 g\u00ec?\">Big data 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:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#dac-trung-5-v-tu-big-data\" title=\"\u0110\u1eb7c tr\u01b0ng 5-V t\u1eeb big data\">\u0110\u1eb7c tr\u01b0ng 5-V t\u1eeb big data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#ung-dung-cua-big-data-trong-nhieu-linh-vuc\" title=\"\u1ee8ng d\u1ee5ng c\u1ee7a big data trong nhi\u1ec1u l\u0129nh v\u1ef1c\">\u1ee8ng d\u1ee5ng c\u1ee7a big data trong nhi\u1ec1u 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-4\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#1-y-te\" title=\"1. Y t\u1ebf\">1. Y t\u1ebf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#2-thuong-mai-dien-tu\" title=\"2. Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed\">2. 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-6\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#3-digital-marketing\" title=\"3. Digital Marketing\">3. Digital Marketing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#4-hoat-dong-ban-buon-ban-le\" title=\"4. Ho\u1ea1t \u0111\u1ed9ng b\u00e1n bu\u00f4n b\u00e1n l\u1ebb\">4. Ho\u1ea1t \u0111\u1ed9ng b\u00e1n bu\u00f4n b\u00e1n l\u1ebb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#5-ngan-hang\" title=\"5. Ng\u00e2n h\u00e0ng\">5. Ng\u00e2n h\u00e0ng<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#mot-so-cong-nghe-tien-tien-ho-tro-big-data-hien-nay\" title=\"M\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn h\u1ed7 tr\u1ee3 Big data hi\u1ec7n nay\">M\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn h\u1ed7 tr\u1ee3 Big data hi\u1ec7n nay<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/#tong-ket\" title=\"T\u1ed5ng k\u1ebft\">T\u1ed5ng k\u1ebft<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"big-data-la-gi\"><\/span><strong>Big data l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Kh\u00e1i ni\u1ec7m Big Data ra \u0111\u1eddi \u0111\u1ec3 ch\u1ec9 nh\u1eefng t\u1eadp h\u1ee3p d\u1eef li\u1ec7u c\u00f3 kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn. \u0110a d\u1ea1ng v\u00e0 ph\u1ee9c t\u1ea1p m\u00e0 c\u00e1c ph\u1ea7n m\u1ec1m h\u1ed7 tr\u1ee3 kh\u00f4ng c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch, x\u1eed l\u00fd v\u00e0 qu\u1ea3n l\u00fd trong m\u1ed9t th\u1eddi gian ng\u1eafn.<\/p>\n<p style=\"text-align: justify;\">Nh\u1eefng t\u1eadp d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 n\u00e0y c\u00f3 th\u1ec3 \u1edf d\u1ea1ng c\u1ea5u tr\u00fac, ho\u1eb7c b\u00e1n c\u1ea5u tr\u00fac. Ho\u1eb7c kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac, kh\u1ed1i l\u01b0\u1ee3ng t\u00f9y m\u1ed7i t\u1eadp.<\/p>\n<figure id=\"attachment_428\" aria-describedby=\"caption-attachment-428\" style=\"width: 1000px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-428\" src=\"https:\/\/thuemayphotocopy.vn\/wiki\/wp-content\/uploads\/2020\/08\/big-data-la-gi.png\" alt=\"\" width=\"1000\" height=\"719\" srcset=\"https:\/\/thuemayphotocopy.vn\/wiki\/wp-content\/uploads\/2020\/08\/big-data-la-gi.png 1000w, https:\/\/thuemayphotocopy.vn\/wiki\/wp-content\/uploads\/2020\/08\/big-data-la-gi-768x552.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><figcaption id=\"caption-attachment-428\" class=\"wp-caption-text\">Big Data l\u00e0 g\u00ec?<\/figcaption><\/figure>\n<p style=\"text-align: justify;\">N\u1ebfu bi\u1ebft c\u00e1ch s\u1eed d\u1ee5ng v\u00e0 khai th\u00e1c t\u1eeb c\u00e1c big data. Kh\u1ea3 n\u0103ng thu nh\u1eadn \u0111\u01b0\u1ee3c c\u00e1c insights gi\u00e1 tr\u1ecb v\u00e0 gia t\u0103ng s\u1ee9c c\u1ea1nh tranh c\u1ee7a t\u1ed5 ch\u1ee9c hay doanh nghi\u1ec7p l\u00e0 r\u1ea5t l\u1edbn.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"dac-trung-5-v-tu-big-data\"><\/span><strong>\u0110\u1eb7c tr\u01b0ng 5-V t\u1eeb big data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">M\u1ed9t s\u1ed1 \u0111\u1eb7c tr\u01b0ng 5-V t\u1eeb t\u1eadp h\u1ee3p d\u1eef li\u1ec7u l\u1edbn (big data) mang l\u1ea1i l\u00e0:<\/p>\n<p style=\"text-align: justify;\"><strong>Kh\u1ed1i l\u01b0\u1ee3ng (Volume)<\/strong>: Ng\u00e0y nay, kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ee7a big data \u0111ang kh\u00f4ng ng\u1eebng \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng. C\u00f3 th\u1ec3 l\u00ean \u0111\u1ebfn gi\u1edbi h\u1ea1n ph\u1ea3i d\u00f9ng \u0111\u01a1n v\u1ecb petabyte \u0111\u1ec3 \u0111o l\u01b0\u1eddng. V\u00ec th\u1ebf, h\u1ea7u h\u1ebft c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n l\u01b0u tr\u1eef truy\u1ec1n th\u1ed1ng kh\u00f4ng c\u00f2n th\u00edch h\u1ee3p cho big data, v\u00e0 ng\u01b0\u1eddi ta ph\u1ea3i d\u00f9ng t\u1edbi \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y.<\/p>\n<p style=\"text-align: justify;\"><strong>T\u1ed1c \u0111\u1ed9 (Velocity)<\/strong>: Bao g\u1ed3m t\u1ed1c \u0111\u1ed9 gia t\u0103ng k\u00edch th\u01b0\u1edbc c\u1ee7a big data v\u00e0 kh\u1ea3 n\u0103ng x\u1eed l\u00fd t\u1ee9c th\u1eddi c\u00e1c d\u1eef li\u1ec7u c\u1eadp nh\u1eadt m\u1edbi hi\u1ec7n nay.<\/p>\n<p style=\"text-align: justify;\"><strong>\u0110\u1ed9 tin c\u1eady\/ch\u00ednh x\u00e1c (Veracity):<\/strong> V\u00ec kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn v\u00e0 vi\u1ec7c chia s\u1ebb tr\u00e0n lan tr\u00ean c\u00e1c m\u1ea1ng x\u00e3 h\u1ed9i \u0111\u00e3 g\u00e2y kh\u00f3 kh\u0103n trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh t\u00ednh ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c big data.<\/p>\n<p style=\"text-align: justify;\"><strong>\u0110a d\u1ea1ng (Variety)<\/strong>: S\u1ef1 \u0111a d\u1ea1ng c\u1ee7a big data cho ph\u00e9p l\u01b0u tr\u1eef, ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd c\u00e1c d\u1eef li\u1ec7u \u1edf nhi\u1ec1u d\u1ea1ng kh\u00e1c nhau.<\/p>\n<p style=\"text-align: justify;\"><strong>Gi\u00e1 tr\u1ecb (Value)<\/strong>: V\u00ec vi\u1ec7c thu th\u1eadp, l\u01b0u gi\u1eef, x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch big data r\u1ea5t kh\u00f3 kh\u0103n. N\u00ean tr\u01b0\u1edbc khi ti\u1ebfn h\u00e0nh, ng\u01b0\u1eddi ta th\u01b0\u1eddng \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 quan tr\u1ecdng v\u00e0 ti\u1ec1m l\u1ef1c m\u00e0 n\u00f3 mang l\u1ea1i.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"ung-dung-cua-big-data-trong-nhieu-linh-vuc\"><\/span><strong>\u1ee8ng d\u1ee5ng c\u1ee7a big data trong nhi\u1ec1u l\u0129nh v\u1ef1c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Ngay sau \u0111\u00e2y l\u00e0 danh s\u00e1ch nh\u1eefng \u1ee9ng d\u1ee5ng v\u1ec1 c\u00f4ng ngh\u1ec7 Big Data trong c\u00e1c l\u0129nh v\u1ef1c trong \u0111\u1eddi s\u00f3ng. C\u00e1c b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o ngay d\u01b0\u1edbi \u0111\u00e2y.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1-y-te\"><\/span><strong>1. Y t\u1ebf<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Big data h\u1ed7 tr\u1ee3 r\u1ea5t nhi\u1ec1u trong l\u0129nh v\u1ef1c ng\u00e0nh y t\u1ebf hi\u1ec7n nay. C\u1ee5 th\u1ec3 nh\u01b0: theo d\u00f5i t\u00ecnh tr\u1ea1ng b\u1ec7nh nh\u00e2n \u0111ang \u0111\u01b0\u1ee3c \u0111i\u1ec1u tr\u1ecb. \u0110\u00e1nh gi\u00e1 v\u00e0 suy \u0111o\u00e1n ch\u00ednh x\u00e1c m\u1ed9t s\u1ed1 b\u1ec7nh \u1edf giai \u0111o\u1ea1n m\u1edbi. L\u01b0u tr\u1eef c\u00e1c ca b\u1ec7nh m\u00e0 b\u00e1c s\u0129 \u0111\u00e3 ph\u00e1n \u0111o\u00e1n, b\u00e1o tr\u01b0\u1edbc nguy c\u01a1 b\u00f9ng ph\u00e1t d\u1ecbch\u2026<\/p>\n<figure id=\"attachment_430\" aria-describedby=\"caption-attachment-430\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-430\" src=\"https:\/\/thuemayphotocopy.vn\/wiki\/wp-content\/uploads\/2020\/08\/ung-dung-big-data.jpg\" alt=\"\" width=\"800\" height=\"500\" srcset=\"https:\/\/thuemayphotocopy.vn\/wiki\/wp-content\/uploads\/2020\/08\/ung-dung-big-data.jpg 800w, https:\/\/thuemayphotocopy.vn\/wiki\/wp-content\/uploads\/2020\/08\/ung-dung-big-data-768x480.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-430\" class=\"wp-caption-text\">Nh\u1eefng \u1ee9ng d\u1ee5ng c\u1ee7a Big data trong th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"2-thuong-mai-dien-tu\"><\/span><strong>2. Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed l\u00e0 m\u1ed9t trong c\u00e1c ng\u00e0nh hot hi\u1ec7n nay. S\u1eed d\u1ee5ng big data kh\u00e1 nhi\u1ec1u \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00e0 gia t\u0103ng ho\u1ea1t \u0111\u1ed9ng b\u00e1n h\u00e0ng \u0111\u00fang c\u00e1ch. Th\u00f4ng qua vi\u1ec7c: theo d\u00f5i nhu c\u1ea7u v\u00e0 s\u1edf th\u00edch kh\u00e1ch h\u00e0ng. H\u00ecnh th\u00e0nh m\u00f4 h\u00ecnh \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ti\u1ebfp th\u1ecb hi\u1ec7u qu\u1ea3. Ph\u00e2n t\u00edch c\u00e1c h\u00e0nh vi mua s\u1eafm v\u00e0 t\u1ef1 \u0111\u1ed9ng t\u1eb7ng code khi c\u1ea7n thi\u1ebft\u2026<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"3-digital-marketing\"><\/span><strong>3. Digital Marketing<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u1ee8ng d\u1ee5ng c\u1ee7a big data trong Digital Mar kh\u00e1 r\u00f5 r\u00e0ng. V\u00ed d\u1ee5 nh\u01b0: ph\u00e2n t\u00edch \u0111\u1ed1i th\u1ee7 c\u1ea1nh tranh v\u00e0 ph\u00e2n t\u00edch to\u00e0n di\u1ec7n kh\u00e1ch h\u00e0ng. T\u1eadp trung v\u00e0o c\u00e1c t\u1eeb kh\u00f3a v\u00e0 l\u01b0u l\u01b0\u1ee3ng t\u00ecm ki\u1ebfm \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t c\u00e1c \u00fd t\u01b0\u1edfng SEO. Thu th\u1eadp th\u00f4ng tin ng\u01b0\u1eddi d\u00f9ng v\u00e0 h\u00ecnh th\u00e0nh c\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111\u1ed1i t\u01b0\u1ee3ng ti\u1ec1m n\u0103ng\u2026<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"4-hoat-dong-ban-buon-ban-le\"><\/span><strong>4. Ho\u1ea1t \u0111\u1ed9ng b\u00e1n bu\u00f4n b\u00e1n l\u1ebb<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">Trong ho\u1ea1t \u0111\u1ed9ng b\u00e1n l\u1ebb, big data c\u0169ng c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 r\u1ea5t nhi\u1ec1u b\u1eb1ng vi\u1ec7c: so s\u00e1nh \u0111\u00e1nh gi\u00e1 cung v\u00e0 c\u1ea7u \u0111\u1ec3 t\u00ecm ki\u1ebfm h\u01b0\u1edbng \u0111\u01b0a s\u1ea3n ph\u1ea9m ra th\u1ecb tr\u01b0\u1eddng ti\u00eau th\u1ee5. X\u00e1c \u0111\u1ecbnh c\u00e1ch th\u1ee9c c\u0169ng nh\u01b0 l\u00e0 v\u1ecb tr\u00ed tr\u01b0ng b\u00e0y s\u1ea3n ph\u1ea9m h\u1ee3p l\u00fd. Ph\u00e2n t\u00edch v\u00e0 \u0111\u01b0a ra m\u00f4 h\u00ecnh c\u1ee5 th\u1ec3 v\u1ec1 c\u00e1c m\u1ee9c chi ti\u00eau ch\u00ednh c\u1ee7a kh\u00e1ch\u2026<\/p>\n<figure id=\"attachment_429\" aria-describedby=\"caption-attachment-429\" style=\"width: 1135px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-429\" src=\"https:\/\/thuemayphotocopy.vn\/wiki\/wp-content\/uploads\/2020\/08\/ung-dung-cua-big-data.jpg\" alt=\"\" width=\"1135\" height=\"714\" srcset=\"https:\/\/thuemayphotocopy.vn\/wiki\/wp-content\/uploads\/2020\/08\/ung-dung-cua-big-data.jpg 1135w, https:\/\/thuemayphotocopy.vn\/wiki\/wp-content\/uploads\/2020\/08\/ung-dung-cua-big-data-768x483.jpg 768w\" sizes=\"(max-width: 1135px) 100vw, 1135px\" \/><figcaption id=\"caption-attachment-429\" class=\"wp-caption-text\">Nh\u1eefng \u1ee9ng d\u1ee5ng c\u1ee7a Big data.<\/figcaption><\/figure>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"5-ngan-hang\"><\/span><strong>5. Ng\u00e2n h\u00e0ng<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u1ee8ng d\u1ee5ng c\u1ee7a big data trong ng\u00e2n h\u00e0ng c\u0169ng nhi\u1ec1u kh\u00f4ng k\u00e9m c\u00e1c ng\u00e0nh kh\u00e1c nh\u01b0: d\u1ef1 to\u00e1n l\u01b0\u1ee3ng ti\u1ec1n m\u1eb7t c\u1ea7n cho chi nh\u00e1nh. C\u00f3 gi\u00e1 tr\u1ecb trong c\u00e1c quy\u1ebft \u0111\u1ecbnh quan tr\u1ecdng c\u1ee7a ng\u00e2n h\u00e0ng. N\u1ec1n t\u1ea3ng x\u00e2y d\u1ef1ng ng\u00e2n h\u00e0ng s\u1ed1, t\u1ea1o ra AI \u0111\u1ec3 tr\u00e1nh t\u00ecnh tr\u1ea1ng gian l\u1eadn&#8230;<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"mot-so-cong-nghe-tien-tien-ho-tro-big-data-hien-nay\"><\/span><strong>M\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn h\u1ed7 tr\u1ee3 Big data hi\u1ec7n nay<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Ngo\u00e0i vi\u1ec7c trang b\u1ecb c\u00f4ng ngh\u1ec7 v\u1ec1 IT d\u00e0nh cho c\u01a1 s\u1edf d\u1eef li\u1ec7u chung \u0111\u1ea7y \u0111\u1ee7. B\u1ea1n c\u0169ng c\u1ea7n chu\u1ea9n b\u1ecb th\u00eam m\u1ed9t s\u1ed1 c\u00f4ng ngh\u1ec7 kh\u00e1c d\u00e0nh cho big data, c\u1ee5 th\u1ec3 nh\u01b0:<\/p>\n<ul style=\"text-align: justify;\">\n<li><strong>H\u1ec7 sinh th\u00e1i Hadoop<\/strong>: M\u1ed9t c\u00f4ng ngh\u1ec7 c\u00f3 m\u1ed1i quan h\u1ec7 kh\u0103ng kh\u00edt v\u1edbi big data. \u0110\u01b0\u1ee3c t\u1ea1o ra nh\u1eb1m m\u1ee5c \u0111\u00edch m\u1edf r\u1ed9ng ph\u1ea1m vi t\u1eeb vi\u1ec7c ch\u1ec9 c\u00f3 m\u1ed9t m\u00e1y ch\u1ee7 \u0111\u01a1n l\u1ebb duy nh\u1ea5t sang nhi\u1ec1u m\u00e1y kh\u00e1c. H\u1ed7 tr\u1ee3 cho vi\u1ec7c t\u00ednh to\u00e1n v\u00e0 l\u01b0u tr\u1eef<\/li>\n<li><strong>Data lakes:<\/strong> Gi\u00fap l\u01b0u gi\u1eef nh\u1eefng d\u1eef li\u1ec7u l\u1edbn \u1edf d\u1ea1ng th\u00f4, nguy\u00ean b\u1ea3n g\u1ed1c<\/li>\n<li><strong>NoSQL Databases<\/strong>: \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n \u0111\u1ec3 n\u00e2ng cao t\u00ednh x\u1eed l\u00fd v\u00e0 kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef to\u00e0n di\u1ec7n h\u01a1n nhi\u1ec1u so v\u1edbi SQL<\/li>\n<li><strong>Apache Spark:<\/strong> M\u1ed9t c\u00f4ng c\u1ee5 gi\u00fap cho vi\u1ec7c x\u1eed l\u00fd trong Hadoop<\/li>\n<li><strong>IMDB (In-memory databases)<\/strong>: T\u00ean g\u1ecdi c\u1ee7a h\u1ec7 th\u1ed1ng c\u00e1c d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u trong RAM thay v\u00ec \u1ed5 c\u1ee9ng. T\u1eeb \u0111\u00f3 t\u1ed1i \u01b0u \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng x\u1eed l\u00fd c\u0169ng nh\u01b0 ph\u00e2n t\u00edch c\u00e1c big data<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"tong-ket\"><\/span><strong>T\u1ed5ng k\u1ebft<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">Hy v\u1ecdng, v\u1edbi nh\u1eefng chia s\u1ebb tr\u00ean c\u1ee7a chuy\u00ean m\u1ee5c <a href=\"https:\/\/thuemayphotocopy.vn\/wiki\/\"><strong>Wiki ki\u1ebfn th\u1ee9c<\/strong><\/a>. S\u1ebd gi\u00fap b\u1ea1n \u0111\u00e3 n\u1eafm \u0111\u01b0\u1ee3c c\u00e1c th\u00f4ng tin c\u01a1 b\u1ea3n c\u1ea7n bi\u1ebft v\u1ec1 Big data l\u00e0 g\u00ec? C\u0169ng nh\u01b0 l\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng c\u1ee7a n\u00f3 trong ho\u1ea1t \u0111\u1ed9ng kinh t\u1ebf.<\/p>\n<p style=\"text-align: justify;\">Mong r\u1eb1ng nh\u1eefng \u0111i\u1ec1u tr\u00ean s\u1ebd gi\u00fap b\u1ea1n t\u1eadn d\u1ee5ng h\u1ebft gi\u00e1 tr\u1ecb c\u1ee7a big data \u0111em l\u1ea1i trong c\u00f4ng vi\u1ec7c v\u00e0 cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y.<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;427&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;1&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;5&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;4&quot;,&quot;greet&quot;:&quot;&quot;,&quot;legend&quot;:&quot;5\\\/5 - (1 b\u00ecnh ch\u1ecdn)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Big Data l\u00e0 g\u00ec? Nh\u1eefng \u1ee9ng d\u1ee5ng c\u1ee7a Big Data trong cu\u1ed9c s\u1ed1ng hi\u1ec7n nay&quot;,&quot;width&quot;:&quot;138&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n \n<div class=\"kksr-stars\">\n \n<div class=\"kksr-stars-inactive\">\n <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <div class=\"kksr-star\" data-star=\"2\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <div class=\"kksr-star\" data-star=\"3\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <div class=\"kksr-star\" data-star=\"4\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <div class=\"kksr-star\" data-star=\"5\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <\/div>\n \n<div class=\"kksr-stars-active\" style=\"width: 138px;\">\n <div class=\"kksr-star\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <div class=\"kksr-star\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <div class=\"kksr-star\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <div class=\"kksr-star\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <div class=\"kksr-star\" style=\"padding-right: 4px\">\n \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n <\/div>\n <\/div>\n<\/div>\n \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n 5\/5 - (1 b\u00ecnh ch\u1ecdn) <\/div>\n <\/div>\n\n<div style=\"font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Ng\u00e0y nay, c\u00f4ng vi\u1ec7c thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1edf n\u00ean quan tr\u1ecdng trong h\u1ea7u h\u1ebft c\u00e1c ng\u00e0nh ch\u1ee7 ch\u1ed1t trong s\u01b0\u1eddn kinh t\u1ebf. H\u00ecnh th\u00e0nh n\u00ean nhu&#8230;<\/p>\n","protected":false},"author":1,"featured_media":428,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-427","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hoi-dap"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Big Data l\u00e0 g\u00ec? Nh\u1eefng \u1ee9ng d\u1ee5ng c\u1ee7a Big Data trong cu\u1ed9c s\u1ed1ng hi\u1ec7n nay<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thuemayphotocopy.vn\/wiki\/big-data-la-gi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Big Data l\u00e0 g\u00ec? Nh\u1eefng \u1ee9ng d\u1ee5ng c\u1ee7a Big Data trong cu\u1ed9c s\u1ed1ng hi\u1ec7n nay\" \/>\n<meta property=\"og:description\" content=\"Ng\u00e0y nay, c\u00f4ng vi\u1ec7c thu th\u1eadp v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u tr\u1edf n\u00ean quan tr\u1ecdng trong h\u1ea7u h\u1ebft c\u00e1c ng\u00e0nh ch\u1ee7 ch\u1ed1t trong s\u01b0\u1eddn kinh t\u1ebf. 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